From f847abb2fd8c4bca84753e08dd0e8ef27ea86548 Mon Sep 17 00:00:00 2001 From: "Klamkin, Michael" Date: Mon, 20 Oct 2025 16:04:54 -0400 Subject: [PATCH 1/5] initial pinn --- class11/Manifest.toml | 401 ++++++++++++++++++++++++++++ class11/Project.toml | 2 + class11/badforce.mp4 | Bin 0 -> 576019 bytes class11/class11.jl | 605 ++++++++++++++++++++++++++++++++++++++++++ 4 files changed, 1008 insertions(+) create mode 100644 class11/Manifest.toml create mode 100644 class11/Project.toml create mode 100644 class11/badforce.mp4 create mode 100644 class11/class11.jl diff --git a/class11/Manifest.toml b/class11/Manifest.toml new file mode 100644 index 0000000..29bb981 --- /dev/null +++ b/class11/Manifest.toml @@ -0,0 +1,401 @@ +# This file is machine-generated - editing it directly is not advised + +julia_version = "1.11.7" +manifest_format = "2.0" +project_hash = "33308c26aeaf88935c476becd75fdb6db775d1fc" + +[[deps.ArgTools]] +uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f" +version = "1.1.2" + 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"PrecompileTools", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"] +git-tree-sha1 = "5e6fe50ae7f23d171f44e311c2960294aaa0beb5" +uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3" +version = "1.10.19" + +[[deps.HypertextLiteral]] +deps = ["Tricks"] +git-tree-sha1 = "7134810b1afce04bbc1045ca1985fbe81ce17653" +uuid = "ac1192a8-f4b3-4bfe-ba22-af5b92cd3ab2" +version = "0.9.5" + +[[deps.InteractiveUtils]] +deps = ["Markdown"] +uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240" +version = "1.11.0" + +[[deps.IteratorInterfaceExtensions]] +git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856" +uuid = "82899510-4779-5014-852e-03e436cf321d" +version = "1.0.0" + +[[deps.JLLWrappers]] +deps = ["Artifacts", "Preferences"] +git-tree-sha1 = "0533e564aae234aff59ab625543145446d8b6ec2" +uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210" +version = "1.7.1" + +[[deps.LRUCache]] +git-tree-sha1 = "5519b95a490ff5fe629c4a7aa3b3dfc9160498b3" +uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637" +version = "1.6.2" 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padding-right: max(100px, 10%); + } + .img { + text-align: center; + } + } + + +""" +end + +# ╔═╡ c48ccfc8-ab82-11f0-0da1-69057214509e +md""" +# Physics-Informed Neural Networks + +This chapter discusses **P**hysics-**I**nformed **N**eural **N**etworks, and in particular the intersection between PINNs and optimal control. +""" + +# ╔═╡ 2296bdef-0a38-4e89-a8dc-0fed82e55bde +html""" +

+""" + +# ╔═╡ 90fae659-217a-4203-acf8-871a434f159f +html""" +N.B.: Indeed the figure doesn't tell you much; in fact this is probably quite close to what was already in your head from just reading the title. Hopefully your mental image of PINNs will be more complete by the end of this chapter. +""" + +# ╔═╡ 52383cc7-4628-4653-8f07-217c8b830193 +md""" +## Motivation + +Why do we need specialized methods for neural networks when physics is involved? + +After all, neural networks are **universal approximators**, meaning they can learn any function. + +So what happens if we treat a "physics" learning problem like a normal one? After all, ignoring decades (centuries?) of prior work has never led anybody astray. So let's just take the typical learning approach -- ignore all structure in the problem and simply train a gargantuan model on a massive dataset of input-output pairs. Given the sheer volume of venture capital dollars betting on this idea, it should work, right? Right?? +""" + +# ╔═╡ ebb07b92-dd4c-4a5d-bb49-3e065c12737f +html""" +
+""" + +# ╔═╡ 6c014a4d-909b-459f-aa27-b307c963bef8 +md""" +#### A (not so) naive approach + +In this section, we'll briefly review the findings of the paper [What Has a Foundation Model Found? Using Inductive Bias to Probe for World Models](https://arxiv.org/abs/2507.06952) + + +This paper uses state-of-the-art neural network architectures, namely Transformers, to attempt to learn orbital mechanics from data. Specifically, the authors randomly sample some initial conditions (masses, positions, relative velocities), then use Newton's laws to forward-simulate orbits, and collect sequences of positions. + + +Since the paper is using transformers, the model takes as input a sequence, and return a sequence. In this case, each sequence refers to a (synthetic) solar system. + + +The visualization below shows training points (left) and learned trajectories (right). Interestingly, this paper goes a step further than merely plotting learned trajectories -- in an effort to "distill" what the model has learned, a symbolic regression post-processing is applied to extract a (relatively) simple force law, which you can see rendered below the plot. Clearly, it is quite different from what Newton found. +""" + +# ╔═╡ 5347fe90-c3d2-48a6-9010-22105cf3bcbc +PlutoUI.LocalResource(joinpath(pwd(), "badforce.mp4")) + +# ╔═╡ 5b79beca-f6b1-4fec-87f6-b312b31c3282 +md""" + +#### What are they doing? + +So, even huge, SOTA architectures fail to learn even relatively simple physics. When using PINNs, we not only want to learn the physics, but typically some parametric version. When something fails spectacularly, I like to take a step back and re-evaluate what we are trying to do in the first place. So, let's try to sketch the problem at hand. + +```math +\begin{align} +\text{find} \quad & \theta \\ +\text{such that} \quad & \text{NN}_\theta(x)=\text{Physics}(x) \quad \forall x\in\operatorname{supp}(\mathfrak{D}) +\end{align} +``` + +The paper above takes a very straightforward approach, reformulating to: +```math +\begin{align} +\operatorname{min}_\theta \quad & \mathbb{E}_{x\sim\mathfrak{D}} \;\| \text{NN}_\theta(x)-\text{Physics}(x) \|_2^2 +\end{align} +``` + +Furthermore, the paper pre-collects the a finite dataset $\mathcal{D}$, where each element is $(x,y\coloneqq\text{Physics}(x))$. This lets us ignore that there is physics involved, and just apply supervised learning: +```math +\begin{align} +\text{min}_\theta \quad & \sum_{(x,y)\in\mathcal{D}} \;\| \text{NN}_\theta(x)-y \|_2^2 +\end{align} +``` +""" + +# ╔═╡ 78e684d9-f914-41e6-82af-fab18bb0aba1 +md""" +#### The problem + +Clearly, although this approach is simple and straightforward, the results are not good. In this section, we attempt to explore why that is the case. + + +An important property of neural networks is their susceptance to so-called *adversarial examples*. These are points $x$ for which $\text{NN}(x)$ returns a poor prediction, despite being "in-distribution." + +These points arise due to the **high-dimensional** nature of most learning problems, and the fact that we are using **finite training data**. In high dimension, this means there are huge regions in $\text{supp}(\mathfrak{D})$ that the model is effectively "unaware" of. In these regions, good performance can really only be attributed to divine benevolence (some people like to use empty terms like "implicit regularization" instead, potató, potáto). +""" + +# ╔═╡ 62e09788-c204-4e66-9b2e-19b1c262461c +html""" +
+ +           +
+""" + +# ╔═╡ bd8d65d0-8058-4a2e-8bc3-e7e2d240b8ae +html""" +I highly recommend visiting
Flatland if you want some intuition for why this is. I like this series of videos . + +
+""" + +# ╔═╡ 1d319400-a7f5-4618-967c-7ba5a7d606dc +md""" +This behavior is only more pronounced in physics-related learning problems. Often, data comes from expensive and/or cumbersome experiments, meaning training dataset sizes are in the 100s to 1000s of points, rather than billions to trillions. Indeed, "serious" applications of PINNs are not trying to reconstruct physical laws that have been known for centuries -- they are interested in accelerating the resolution of PDEs, solving inverse problems, etc. + +So how can we do better? Can we leverage our expert knowledge to train better models? (Yes!!) +""" + +# ╔═╡ 1fa0b28e-5e5c-4c7c-939d-bc9b3d79075f +md""" +### Injecting knowledge into ML pipelines + +As you can probably tell by now, I love visualizations. After all, if you remember anything from this chapter, it will probably be the images and videos. Luckily, the field of computer graphics has a lot of similar ideas as PINNs, and those folks are really good at making nice visuals. So let's talk about computer graphics for a moment. Consider the seminal paper [Representing Scenes as Neural Radiance Fields for View Synthesis](https://www.matthewtancik.com/nerf) which introduces the **NeRF** method for reconstructing 3D objects from datasets of 2D perspectives. The results are quite compelling: +""" + +# ╔═╡ 764317cb-e462-44e4-9119-b3d3eaf53c08 +html""" + +""" + +# ╔═╡ 46e4ad9f-ca37-42de-869c-e117fc91e3a0 +md""" +So what is the secret? Unlike prior works that try to directly learn the mapping from position/angle $(x,y,z,\theta,\phi)$ to image (2D RGB image) using supervised learning, NeRF **injects expert knowledge from the computer graphics rendering domain.** Specifically, they use *volumetric rendering*, a computational technique for converting a 3D image into a 2D one, given the perspective. Then, the neural network can focus on memorizing the 3D object, rather than attempting to memorize the object *and* learn how to do volumetric rendering. + +Mapping back to generic terminology, **we simplify the learning problem by hard-coding part of it**. Importantly, we only know what to hard-code because we are experts. In this case, the authors "hard-coded" the 3D-to-2D part, since the part we really want to learn is just how to construct a 3D model from a bunch of 2D images. +""" + +# ╔═╡ bee0d0f9-6e8f-474f-bfa7-cdab6f91619a +md""" +### PDE learning + +The most common application of PINNs is to solve parametric partial differential equations. To analogize back to NeRF, the PDE is like the ground truth 3D model of the ship, and the parameters correspond to different views of it. Importantly, *across all parameters/inputs, we know (as experts) that we are looking at the **same ship**.* Similarly in PDE learning, we are always interested in the **same PDE**. Let's explore in some more detail this setting, so we can try to figure out what expert knowledge can be injected into the learning setup. +""" + +# ╔═╡ a71a4dc1-1a68-43dd-8cfb-c87178d051a4 +md""" +#### Formal setup + +We consider a family of problems stated in terms of parameter vector $\gamma \in \mathcal{P} \subset \mathbb{R}^p$: + +```math +\begin{align} +\mathcal{O}\big(u(t,\mathbf{x}); \gamma \big) &= f\big(u(t,\mathbf{x})\big) \quad &&\mathbf{x}\text{ in } \Omega,\; t\in[0,T],\\ +\mathcal{O}_\mathcal{B}\big(u(t,\mathbf{x})) &= f_B(u(t,\mathbf{x})) \quad &&\mathbf{x}\text{ in } \partial\Omega,\; t\in[0,T],\\ +\end{align} +``` + +Here, $t$ is the temporal coordinate, $x$ is the spatial coordinate/state, and our neural network will learn to approximate the ground-truth solution $u(t,\mathbf{x})$. + + +Our goal is to fit a neural network $\hat{u}(t,\mathbf{x})$ that respects these conditions. In other words, we are solving: + +```math +\begin{align} +\text{find} &\enspace \theta \\ +\text{such that} &\enspace +\mathcal{O}\big(\hat{u}_\theta(t,\mathbf{x}); \gamma\big) = f\big(\hat{u}_\theta(t,\mathbf{x})\big) \quad \forall \mathbf{x} \in\Omega,\; t\in[0,T],\\ +&\enspace \mathcal{O}_\mathcal{B}\big(\hat{u}_\theta(t,\mathbf{x})\big) = f_B\big(\hat{u}_\theta(t,\mathbf{x})\big) \quad \forall \mathbf{x}\in\partial\Omega,\; t\in[0,T]. +\end{align} +``` + +Note that this is much more detailed than the orbital mechanics setup used in the paper above. There, they pretend they don't know physics and try to recover it -- here, we know the physics and try to accelerate solving it. +""" + +# ╔═╡ 5b4dc006-0d4f-451f-b16d-c2f755a58b2f +md""" +While useful to write down, this notation isn't exactly helpful for building intuition. So let's consider a simple example, the heat equation, to get a better sense of what is going on: + +```math +\begin{align} +\frac{\partial u}{\partial t} = \lambda \frac{\partial^2 u}{\partial \mathbf{x}^2} \quad\quad &\forall \mathbf{x}\in\Omega,\;\forall t\\ +u(t,\mathbf{x})=\rho \quad\quad&\forall \mathbf{x}\in\partial\Omega,\;\forall t \\ +u(0,\mathbf{x})=\gamma \quad\quad&\forall \mathbf{x}\in\Omega +\end{align} +``` +Here, $t$ is time, $\mathbf{x}$ is some coordinates, $\Omega$ is some surface that we are heating, that has heat parameter $\lambda$, and $\partial\Omega$ is the boundary of this surface. We further specify the initial condition that the entire surface has heat $\gamma$ at time zero, and that the boundaries of the surface always have temperature $\rho$. + +Our goal is to fit a neural network $\hat{u}(t,\mathbf{x})$ that respects these conditions, so: +```math +\begin{align} +\text{find} &\enspace \theta \\ +\text{such that} &\enspace +\frac{\partial \hat{u}_\theta(t,\mathbf{x})}{\partial t} = \lambda \frac{\partial^2 \hat{u}_\theta(t,\mathbf{x})}{\partial \mathbf{x}^2} &\forall \mathbf{x} \in\Omega, \;\forall t\\ +&\enspace \hat{u}_\theta(t,\mathbf{x})=\rho &\forall \mathbf{x}\in\partial\Omega, \;\forall t \\ +&\enspace \hat{u}_\theta(0,\mathbf{x})=\gamma &\forall \mathbf{x}\in\Omega \\ +\end{align} +``` + +Now, it should be evident how the PDE learning problem is more complicated than the formulation considered in the orbital mechanics learning paper. Indeed, the first constraint (and in general, the BC/IC also) involves derivatives of the neural network $\hat{u}$. Although it certainly looks scary, it turns out the same straightforward approach can be used; just move all the constraints to the loss. In other words, solve instead + +```math +\begin{align} +\text{min}_\theta \quad +&\mathbb{E}_{\mathbf{x}\in\Omega,\,t\in\mathcal{T}} \;\| \frac{\partial \hat{u}_\theta(t,\mathbf{x})}{\partial t} - \lambda \frac{\partial^2 \hat{u}_\theta(t,\mathbf{x})}{\partial \mathbf{x}^2} \|_2^2\\ +&\quad+\mathbb{E}_{\mathbf{x}\in\partial\Omega,\,t\in\mathcal{T}} \;\| \hat{u}_\theta(t, \mathbf{x}) - \rho \|_2^2\\ +&\quad\quad+\mathbb{E}_{\mathbf{x}\in\Omega} \;\| \hat{u}_\theta(0, \mathbf{x})-\gamma \|_2^2 \\ +\end{align} +``` + +""" + +# ╔═╡ 50d2d118-1aae-4a7a-a462-d27270cb2fd0 +md""" +Note that we have three different expectations -- the first is over "collocation points", the second over "boundary condition points" and the third over "initial condition" points. The figure below visualizes these: +""" + +# ╔═╡ 8320a531-d420-449d-89e4-8394e2cf990f +html""" +
+""" + +# ╔═╡ 41b2e013-a9bc-47cf-81ae-d34f93b4b5aa +md""" +It is important to notice that there are no "labels" here so far. In some cases, measurements $u^\star$ are added: + +```math +\begin{align} +\text{min}_\theta \quad +&\sum_{(t,\mathbf{x},u^\star)\in\mathcal{D}}\;\|\hat{u}_\theta(t,\mathbf{x}) - u^\star\|\\ +&\quad+\mathbb{E}_{\mathbf{x}\in\Omega,\,t\in\mathcal{T}} \;\| \frac{\partial \hat{u}_\theta(t,\mathbf{x})}{\partial t} - \lambda \frac{\partial^2 \hat{u}_\theta(t,\mathbf{x})}{\partial \mathbf{x}^2} \|_2^2 \\ +&\quad\quad+\mathbb{E}_{\mathbf{x}\in\partial\Omega,\,t\in\mathcal{T}} \;\| \hat{u}_\theta(t, \mathbf{x}) - \rho \|_2^2 \\ +&\quad\quad\quad+\mathbb{E}_{\mathbf{x}\in\Omega} \;\| \hat{u}_\theta(0, \mathbf{x})-\gamma \|_2^2 \\ +\end{align} +``` + +This is particularly common in settings where the physics is not (entirely) known -- for example, if we had to estimate $\gamma$ or $\rho$ from data. +""" + +# ╔═╡ 46d0cbc9-d397-4fa5-98ab-450047b44d2c + + +# ╔═╡ f5c5224e-05db-424f-b05a-7e8101acadc1 + + +# ╔═╡ b504d8d1-63d6-41e0-bd1e-d946c43d7b9e + + +# ╔═╡ ec9a9011-86f7-4a1d-8ba2-0bb36f8beda5 + + +# ╔═╡ 9df77ef3-167f-45c6-b41c-26537646dc94 + + +# ╔═╡ 00000000-0000-0000-0000-000000000001 +PLUTO_PROJECT_TOML_CONTENTS = """ +[deps] +PlutoUI = "7f904dfe-b85e-4ff6-b463-dae2292396a8" + +[compat] +PlutoUI = "~0.7.71" +""" + +# ╔═╡ 00000000-0000-0000-0000-000000000002 +PLUTO_MANIFEST_TOML_CONTENTS = """ +# This file is machine-generated - editing it directly is not advised + +julia_version = "1.11.7" +manifest_format = "2.0" +project_hash = "0c76a76c3ac8f04e01e91e0dc955aee1f9d81e4a" + +[[deps.AbstractPlutoDingetjes]] +deps = ["Pkg"] +git-tree-sha1 = "6e1d2a35f2f90a4bc7c2ed98079b2ba09c35b83a" +uuid = "6e696c72-6542-2067-7265-42206c756150" +version = "1.3.2" + +[[deps.ArgTools]] +uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f" +version = "1.1.2" + +[[deps.Artifacts]] +uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33" +version = "1.11.0" + +[[deps.Base64]] +uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f" +version = "1.11.0" + +[[deps.ColorTypes]] +deps = ["FixedPointNumbers", "Random"] 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╟─46e4ad9f-ca37-42de-869c-e117fc91e3a0 +# ╟─bee0d0f9-6e8f-474f-bfa7-cdab6f91619a +# ╟─a71a4dc1-1a68-43dd-8cfb-c87178d051a4 +# ╟─5b4dc006-0d4f-451f-b16d-c2f755a58b2f +# ╟─50d2d118-1aae-4a7a-a462-d27270cb2fd0 +# ╟─8320a531-d420-449d-89e4-8394e2cf990f +# ╟─41b2e013-a9bc-47cf-81ae-d34f93b4b5aa +# ╠═46d0cbc9-d397-4fa5-98ab-450047b44d2c +# ╠═f5c5224e-05db-424f-b05a-7e8101acadc1 +# ╠═b504d8d1-63d6-41e0-bd1e-d946c43d7b9e +# ╠═ec9a9011-86f7-4a1d-8ba2-0bb36f8beda5 +# ╠═9df77ef3-167f-45c6-b41c-26537646dc94 +# ╟─00000000-0000-0000-0000-000000000001 +# ╟─00000000-0000-0000-0000-000000000002 From 2f5274f0dc2fa7a6fd2ce10cbe5449b2cc49daaf Mon Sep 17 00:00:00 2001 From: "Klamkin, Michael" Date: Tue, 28 Oct 2025 13:27:27 -0400 Subject: [PATCH 2/5] proper deps setup --- class11/Manifest.toml | 1468 ++++++++++++++++++++++++++++++++++++++++- class11/Project.toml | 6 + class11/class11.jl | 313 +-------- 3 files changed, 1472 insertions(+), 315 deletions(-) diff --git a/class11/Manifest.toml b/class11/Manifest.toml index 29bb981..f2d6023 100644 --- a/class11/Manifest.toml +++ b/class11/Manifest.toml @@ -2,16 +2,118 @@ julia_version = "1.11.7" manifest_format = "2.0" -project_hash = "33308c26aeaf88935c476becd75fdb6db775d1fc" +project_hash = "45d70dad6ec5efaa8b3bb39aa44ad16343d481c2" + +[[deps.ADTypes]] +git-tree-sha1 = "27cecae79e5cc9935255f90c53bb831cc3c870d7" +uuid = "47edcb42-4c32-4615-8424-f2b9edc5f35b" +version = "1.18.0" +weakdeps = ["ChainRulesCore", "ConstructionBase", "EnzymeCore"] + + [deps.ADTypes.extensions] + ADTypesChainRulesCoreExt = "ChainRulesCore" + ADTypesConstructionBaseExt = "ConstructionBase" + ADTypesEnzymeCoreExt = "EnzymeCore" + +[[deps.AbstractFFTs]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "d92ad398961a3ed262d8bf04a1a2b8340f915fef" +uuid = "621f4979-c628-5d54-868e-fcf4e3e8185c" +version = "1.5.0" +weakdeps = ["ChainRulesCore", "Test"] + + [deps.AbstractFFTs.extensions] + AbstractFFTsChainRulesCoreExt = "ChainRulesCore" + AbstractFFTsTestExt = "Test" + +[[deps.AbstractPlutoDingetjes]] +deps = ["Pkg"] +git-tree-sha1 = "6e1d2a35f2f90a4bc7c2ed98079b2ba09c35b83a" +uuid = "6e696c72-6542-2067-7265-42206c756150" +version = "1.3.2" + +[[deps.Adapt]] +deps = ["LinearAlgebra", "Requires"] +git-tree-sha1 = "7e35fca2bdfba44d797c53dfe63a51fabf39bfc0" +uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e" +version = "4.4.0" +weakdeps = ["SparseArrays", "StaticArrays"] + + [deps.Adapt.extensions] + AdaptSparseArraysExt = "SparseArrays" + AdaptStaticArraysExt = "StaticArrays" + +[[deps.AliasTables]] +deps = ["PtrArrays", "Random"] +git-tree-sha1 = "9876e1e164b144ca45e9e3198d0b689cadfed9ff" +uuid = "66dad0bd-aa9a-41b7-9441-69ab47430ed8" +version = "1.1.3" + +[[deps.ArgCheck]] +git-tree-sha1 = "f9e9a66c9b7be1ad7372bbd9b062d9230c30c5ce" +uuid = "dce04be8-c92d-5529-be00-80e4d2c0e197" +version = "2.5.0" [[deps.ArgTools]] uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f" version = "1.1.2" +[[deps.ArrayInterface]] +deps = ["Adapt", "LinearAlgebra"] +git-tree-sha1 = "d81ae5489e13bc03567d4fbbb06c546a5e53c857" +uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9" +version = "7.22.0" + + [deps.ArrayInterface.extensions] + ArrayInterfaceBandedMatricesExt = "BandedMatrices" + ArrayInterfaceBlockBandedMatricesExt = "BlockBandedMatrices" + ArrayInterfaceCUDAExt = "CUDA" + ArrayInterfaceCUDSSExt = ["CUDSS", "CUDA"] + ArrayInterfaceChainRulesCoreExt = "ChainRulesCore" + ArrayInterfaceChainRulesExt = "ChainRules" + ArrayInterfaceGPUArraysCoreExt = "GPUArraysCore" + ArrayInterfaceMetalExt = "Metal" + ArrayInterfaceReverseDiffExt = "ReverseDiff" + ArrayInterfaceSparseArraysExt = "SparseArrays" + ArrayInterfaceStaticArraysCoreExt = "StaticArraysCore" + ArrayInterfaceTrackerExt = "Tracker" + + [deps.ArrayInterface.weakdeps] + BandedMatrices = "aae01518-5342-5314-be14-df237901396f" + BlockBandedMatrices = "ffab5731-97b5-5995-9138-79e8c1846df0" + CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" + CUDSS = "45b445bb-4962-46a0-9369-b4df9d0f772e" + ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2" + ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" + GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527" + Metal = "dde4c033-4e86-420c-a63e-0dd931031962" + ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" + SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf" + StaticArraysCore = "1e83bf80-4336-4d27-bf5d-d5a4f845583c" + Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" + [[deps.Artifacts]] uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33" version = "1.11.0" +[[deps.Atomix]] +deps = ["UnsafeAtomics"] +git-tree-sha1 = "29bb0eb6f578a587a49da16564705968667f5fa8" +uuid = "a9b6321e-bd34-4604-b9c9-b65b8de01458" +version = "1.1.2" + + [deps.Atomix.extensions] + AtomixCUDAExt = "CUDA" + AtomixMetalExt = "Metal" + AtomixOpenCLExt = "OpenCL" + AtomixoneAPIExt = "oneAPI" + + [deps.Atomix.weakdeps] + CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" + Metal = "dde4c033-4e86-420c-a63e-0dd931031962" + OpenCL = "08131aa3-fb12-5dee-8b74-c09406e224a2" + oneAPI = "8f75cd03-7ff8-4ecb-9b8f-daf728133b1b" + [[deps.Base64]] uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f" version = "1.11.0" @@ -21,24 +123,136 @@ git-tree-sha1 = "0691e34b3bb8be9307330f88d1a3c3f25466c24d" uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35" version = "0.1.9" +[[deps.Bzip2_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "1b96ea4a01afe0ea4090c5c8039690672dd13f2e" +uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0" +version = "1.0.9+0" + +[[deps.CPUSummary]] +deps = ["CpuId", "IfElse", "PrecompileTools", "Preferences", "Static"] +git-tree-sha1 = "f3a21d7fc84ba618a779d1ed2fcca2e682865bab" +uuid = "2a0fbf3d-bb9c-48f3-b0a9-814d99fd7ab9" +version = "0.2.7" + +[[deps.Cairo_jll]] +deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"] +git-tree-sha1 = "fde3bf89aead2e723284a8ff9cdf5b551ed700e8" +uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a" +version = "1.18.5+0" + +[[deps.ChainRules]] +deps = ["Adapt", "ChainRulesCore", "Compat", "Distributed", "GPUArraysCore", "IrrationalConstants", "LinearAlgebra", "Random", "RealDot", "SparseArrays", "SparseInverseSubset", "Statistics", "StructArrays", "SuiteSparse"] +git-tree-sha1 = "3b704353e517a957323bd3ac70fa7b669b5f48d4" +uuid = "082447d4-558c-5d27-93f4-14fc19e9eca2" +version = "1.72.6" + +[[deps.ChainRulesCore]] +deps = ["Compat", "LinearAlgebra"] +git-tree-sha1 = "e4c6a16e77171a5f5e25e9646617ab1c276c5607" +uuid = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" +version = "1.26.0" +weakdeps = ["SparseArrays"] + + [deps.ChainRulesCore.extensions] + ChainRulesCoreSparseArraysExt = "SparseArrays" + [[deps.CodecZlib]] deps = ["TranscodingStreams", "Zlib_jll"] git-tree-sha1 = "962834c22b66e32aa10f7611c08c8ca4e20749a9" uuid = "944b1d66-785c-5afd-91f1-9de20f533193" version = "0.7.8" +[[deps.ColorSchemes]] +deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"] +git-tree-sha1 = "b0fd3f56fa442f81e0a47815c92245acfaaa4e34" +uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4" +version = "3.31.0" + +[[deps.ColorTypes]] +deps = ["FixedPointNumbers", "Random"] +git-tree-sha1 = "67e11ee83a43eb71ddc950302c53bf33f0690dfe" +uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f" +version = "0.12.1" +weakdeps = ["StyledStrings"] + + [deps.ColorTypes.extensions] + StyledStringsExt = "StyledStrings" + +[[deps.ColorVectorSpace]] +deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "Requires", "Statistics", "TensorCore"] +git-tree-sha1 = "8b3b6f87ce8f65a2b4f857528fd8d70086cd72b1" +uuid = "c3611d14-8923-5661-9e6a-0046d554d3a4" +version = "0.11.0" +weakdeps = ["SpecialFunctions"] + + [deps.ColorVectorSpace.extensions] + SpecialFunctionsExt = "SpecialFunctions" + +[[deps.Colors]] +deps = ["ColorTypes", "FixedPointNumbers", "Reexport"] +git-tree-sha1 = "37ea44092930b1811e666c3bc38065d7d87fcc74" +uuid = "5ae59095-9a9b-59fe-a467-6f913c188581" +version = "0.13.1" + +[[deps.CommonSubexpressions]] +deps = ["MacroTools"] +git-tree-sha1 = "cda2cfaebb4be89c9084adaca7dd7333369715c5" +uuid = "bbf7d656-a473-5ed7-a52c-81e309532950" +version = "0.3.1" + +[[deps.CommonWorldInvalidations]] +git-tree-sha1 = "ae52d1c52048455e85a387fbee9be553ec2b68d0" +uuid = "f70d9fcc-98c5-4d4a-abd7-e4cdeebd8ca8" +version = "1.0.0" + [[deps.Compat]] deps = ["TOML", "UUIDs"] git-tree-sha1 = "9d8a54ce4b17aa5bdce0ea5c34bc5e7c340d16ad" uuid = "34da2185-b29b-5c13-b0c7-acf172513d20" version = "4.18.1" +weakdeps = ["Dates", "LinearAlgebra"] [deps.Compat.extensions] CompatLinearAlgebraExt = "LinearAlgebra" - [deps.Compat.weakdeps] - Dates = "ade2ca70-3891-5945-98fb-dc099432e06a" - LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" +[[deps.CompilerSupportLibraries_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae" +version = "1.1.1+0" + +[[deps.ComponentArrays]] +deps = ["Adapt", "ArrayInterface", "ChainRulesCore", "ConstructionBase", "Functors", "LinearAlgebra", "StaticArrayInterface", "StaticArraysCore"] +git-tree-sha1 = "d8b02e2226568644b6758b2d113fe5b08884eec0" +uuid = "b0b7db55-cfe3-40fc-9ded-d10e2dbeff66" +version = "0.15.29" + + [deps.ComponentArrays.extensions] + ComponentArraysGPUArraysExt = "GPUArrays" + ComponentArraysKernelAbstractionsExt = "KernelAbstractions" + ComponentArraysOptimisersExt = "Optimisers" + ComponentArraysReactantExt = "Reactant" + ComponentArraysRecursiveArrayToolsExt = "RecursiveArrayTools" + ComponentArraysReverseDiffExt = "ReverseDiff" + ComponentArraysSciMLBaseExt = "SciMLBase" + ComponentArraysTrackerExt = "Tracker" + ComponentArraysZygoteExt = "Zygote" + + [deps.ComponentArrays.weakdeps] + GPUArrays = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7" + KernelAbstractions = "63c18a36-062a-441e-b654-da1e3ab1ce7c" + Optimisers = "3bd65402-5787-11e9-1adc-39752487f4e2" + Reactant = "3c362404-f566-11ee-1572-e11a4b42c853" + RecursiveArrayTools = "731186ca-8d62-57ce-b412-fbd966d074cd" + ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" + SciMLBase = "0bca4576-84f4-4d90-8ffe-ffa030f20462" + Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" + Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" + +[[deps.ConcreteStructs]] +git-tree-sha1 = "f749037478283d372048690eb3b5f92a79432b34" +uuid = "2569d6c7-a4a2-43d3-a901-331e8e4be471" +version = "0.2.3" [[deps.ConcurrentUtilities]] deps = ["Serialization", "Sockets"] @@ -52,11 +266,43 @@ git-tree-sha1 = "4358750bb58a3caefd5f37a4a0c5bfdbbf075252" uuid = "5218b696-f38b-4ac9-8b61-a12ec717816d" version = "0.17.6" +[[deps.ConstructionBase]] +git-tree-sha1 = "b4b092499347b18a015186eae3042f72267106cb" +uuid = "187b0558-2788-49d3-abe0-74a17ed4e7c9" +version = "1.6.0" + + [deps.ConstructionBase.extensions] + ConstructionBaseIntervalSetsExt = "IntervalSets" + ConstructionBaseLinearAlgebraExt = "LinearAlgebra" + ConstructionBaseStaticArraysExt = "StaticArrays" + + [deps.ConstructionBase.weakdeps] + IntervalSets = "8197267c-284f-5f27-9208-e0e47529a953" + LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" + StaticArrays = "90137ffa-7385-5640-81b9-e52037218182" + +[[deps.Contour]] +git-tree-sha1 = "439e35b0b36e2e5881738abc8857bd92ad6ff9a8" +uuid = "d38c429a-6771-53c6-b99e-75d170b6e991" +version = "0.6.3" + +[[deps.CpuId]] +deps = ["Markdown"] +git-tree-sha1 = "fcbb72b032692610bfbdb15018ac16a36cf2e406" +uuid = "adafc99b-e345-5852-983c-f28acb93d879" +version = "0.3.1" + [[deps.DataAPI]] git-tree-sha1 = "abe83f3a2f1b857aac70ef8b269080af17764bbe" uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a" version = "1.16.0" +[[deps.DataStructures]] +deps = ["OrderedCollections"] +git-tree-sha1 = "6c72198e6a101cccdd4c9731d3985e904ba26037" +uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8" +version = "0.19.1" + [[deps.DataValueInterfaces]] git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6" uuid = "e2d170a0-9d28-54be-80f0-106bbe20a464" @@ -67,22 +313,83 @@ deps = ["Printf"] uuid = "ade2ca70-3891-5945-98fb-dc099432e06a" version = "1.11.0" +[[deps.Dbus_jll]] +deps = ["Artifacts", "Expat_jll", "JLLWrappers", "Libdl"] +git-tree-sha1 = "473e9afc9cf30814eb67ffa5f2db7df82c3ad9fd" +uuid = "ee1fde0b-3d02-5ea6-8484-8dfef6360eab" +version = "1.16.2+0" + +[[deps.DelimitedFiles]] +deps = ["Mmap"] +git-tree-sha1 = "9e2f36d3c96a820c678f2f1f1782582fcf685bae" +uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab" +version = "1.9.1" + +[[deps.DiffResults]] +deps = ["StaticArraysCore"] +git-tree-sha1 = "782dd5f4561f5d267313f23853baaaa4c52ea621" +uuid = "163ba53b-c6d8-5494-b064-1a9d43ac40c5" +version = "1.1.0" + +[[deps.DiffRules]] +deps = ["IrrationalConstants", "LogExpFunctions", "NaNMath", "Random", "SpecialFunctions"] +git-tree-sha1 = "23163d55f885173722d1e4cf0f6110cdbaf7e272" +uuid = "b552c78f-8df3-52c6-915a-8e097449b14b" +version = "1.15.1" + +[[deps.DispatchDoctor]] +deps = ["MacroTools", "Preferences"] +git-tree-sha1 = "fc34127e78323c49984e1a146d577d0f890dd2b4" +uuid = "8d63f2c5-f18a-4cf2-ba9d-b3f60fc568c8" +version = "0.4.26" +weakdeps = ["ChainRulesCore", "EnzymeCore"] + + [deps.DispatchDoctor.extensions] + DispatchDoctorChainRulesCoreExt = "ChainRulesCore" + DispatchDoctorEnzymeCoreExt = "EnzymeCore" + [[deps.Distributed]] deps = ["Random", "Serialization", "Sockets"] uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b" version = "1.11.0" +[[deps.DocStringExtensions]] +git-tree-sha1 = "7442a5dfe1ebb773c29cc2962a8980f47221d76c" +uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae" +version = "0.9.5" + [[deps.Downloads]] deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"] uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6" version = "1.6.0" +[[deps.EnzymeCore]] +git-tree-sha1 = "f91e7cb4c17dae77c490b75328f22a226708557c" +uuid = "f151be2c-9106-41f4-ab19-57ee4f262869" +version = "0.8.15" +weakdeps = ["Adapt"] + + [deps.EnzymeCore.extensions] + AdaptExt = "Adapt" + +[[deps.EpollShim_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "8a4be429317c42cfae6a7fc03c31bad1970c310d" +uuid = "2702e6a9-849d-5ed8-8c21-79e8b8f9ee43" +version = "0.0.20230411+1" + [[deps.ExceptionUnwrapping]] deps = ["Test"] git-tree-sha1 = "d36f682e590a83d63d1c7dbd287573764682d12a" uuid = "460bff9d-24e4-43bc-9d9f-a8973cb893f4" version = "0.1.11" +[[deps.Expat_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "27af30de8b5445644e8ffe3bcb0d72049c089cf1" +uuid = "2e619515-83b5-522b-bb60-26c02a35a201" +version = "2.7.3+0" + [[deps.ExpressionExplorer]] git-tree-sha1 = "4a8c0a9eebf807ac42f0f6de758e60a20be25ffb" uuid = "21656369-7473-754a-2065-74616d696c43" @@ -93,15 +400,151 @@ git-tree-sha1 = "c13f0b150373771b0fdc1713c97860f8df12e6c2" uuid = "55351af7-c7e9-48d6-89ff-24e801d99491" version = "0.10.14" +[[deps.FFMPEG]] +deps = ["FFMPEG_jll"] +git-tree-sha1 = "95ecf07c2eea562b5adbd0696af6db62c0f52560" +uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a" +version = "0.4.5" + +[[deps.FFMPEG_jll]] +deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"] +git-tree-sha1 = "ccc81ba5e42497f4e76553a5545665eed577a663" +uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5" +version = "8.0.0+0" + +[[deps.FastClosures]] +git-tree-sha1 = "acebe244d53ee1b461970f8910c235b259e772ef" +uuid = "9aa1b823-49e4-5ca5-8b0f-3971ec8bab6a" +version = "0.3.2" + [[deps.FileWatching]] uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee" version = "1.11.0" +[[deps.FillArrays]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "173e4d8f14230a7523ae11b9a3fa9edb3e0efd78" +uuid = "1a297f60-69ca-5386-bcde-b61e274b549b" +version = "1.14.0" + + [deps.FillArrays.extensions] + FillArraysPDMatsExt = "PDMats" + FillArraysSparseArraysExt = "SparseArrays" + FillArraysStatisticsExt = "Statistics" + + [deps.FillArrays.weakdeps] + PDMats = "90014a1f-27ba-587c-ab20-58faa44d9150" + SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf" + Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2" + +[[deps.FixedPointNumbers]] +deps = ["Statistics"] +git-tree-sha1 = "05882d6995ae5c12bb5f36dd2ed3f61c98cbb172" +uuid = "53c48c17-4a7d-5ca2-90c5-79b7896eea93" +version = "0.8.5" + +[[deps.Fontconfig_jll]] +deps = ["Artifacts", "Bzip2_jll", "Expat_jll", "FreeType2_jll", "JLLWrappers", "Libdl", "Libuuid_jll", "Zlib_jll"] +git-tree-sha1 = "f85dac9a96a01087df6e3a749840015a0ca3817d" +uuid = "a3f928ae-7b40-5064-980b-68af3947d34b" +version = "2.17.1+0" + +[[deps.Format]] +git-tree-sha1 = "9c68794ef81b08086aeb32eeaf33531668d5f5fc" +uuid = "1fa38f19-a742-5d3f-a2b9-30dd87b9d5f8" +version = "1.3.7" + +[[deps.ForwardDiff]] +deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "LinearAlgebra", "LogExpFunctions", "NaNMath", "Preferences", "Printf", "Random", "SpecialFunctions"] +git-tree-sha1 = "f4244ab887f376f8a075b1b2097589e62ee667db" +uuid = "f6369f11-7733-5829-9624-2563aa707210" +version = "1.0.0" +weakdeps = ["StaticArrays"] + + [deps.ForwardDiff.extensions] + ForwardDiffStaticArraysExt = "StaticArrays" + +[[deps.FreeType2_jll]] +deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "Zlib_jll"] +git-tree-sha1 = "2c5512e11c791d1baed2049c5652441b28fc6a31" +uuid = "d7e528f0-a631-5988-bf34-fe36492bcfd7" +version = "2.13.4+0" + +[[deps.FriBidi_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "7a214fdac5ed5f59a22c2d9a885a16da1c74bbc7" +uuid = "559328eb-81f9-559d-9380-de523a88c83c" +version = "1.0.17+0" + +[[deps.Functors]] +deps = ["Compat", "ConstructionBase", "LinearAlgebra", "Random"] +git-tree-sha1 = "60a0339f28a233601cb74468032b5c302d5067de" +uuid = "d9f16b24-f501-4c13-a1f2-28368ffc5196" +version = "0.5.2" + +[[deps.Future]] +deps = ["Random"] +uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820" +version = "1.11.0" + +[[deps.GLFW_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll", "libdecor_jll", "xkbcommon_jll"] +git-tree-sha1 = "fcb0584ff34e25155876418979d4c8971243bb89" +uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89" +version = "3.4.0+2" + +[[deps.GPUArraysCore]] +deps = ["Adapt"] +git-tree-sha1 = "83cf05ab16a73219e5f6bd1bdfa9848fa24ac627" +uuid = "46192b85-c4d5-4398-a991-12ede77f4527" +version = "0.2.0" + +[[deps.GR]] +deps = ["Artifacts", "Base64", "DelimitedFiles", "Downloads", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Preferences", "Printf", "Qt6Wayland_jll", "Random", "Serialization", "Sockets", "TOML", "Tar", "Test", "p7zip_jll"] +git-tree-sha1 = "1828eb7275491981fa5f1752a5e126e8f26f8741" +uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71" +version = "0.73.17" + +[[deps.GR_jll]] +deps = ["Artifacts", "Bzip2_jll", "Cairo_jll", "FFMPEG_jll", "Fontconfig_jll", "FreeType2_jll", "GLFW_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pixman_jll", "Qt6Base_jll", "Zlib_jll", "libpng_jll"] +git-tree-sha1 = "27299071cc29e409488ada41ec7643e0ab19091f" +uuid = "d2c73de3-f751-5644-a686-071e5b155ba9" +version = "0.73.17+0" + +[[deps.GettextRuntime_jll]] +deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Libiconv_jll"] +git-tree-sha1 = "45288942190db7c5f760f59c04495064eedf9340" +uuid = "b0724c58-0f36-5564-988d-3bb0596ebc4a" +version = "0.22.4+0" + +[[deps.Ghostscript_jll]] +deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Zlib_jll"] +git-tree-sha1 = "38044a04637976140074d0b0621c1edf0eb531fd" +uuid = "61579ee1-b43e-5ca0-a5da-69d92c66a64b" +version = "9.55.1+0" + +[[deps.Glib_jll]] +deps = ["Artifacts", "GettextRuntime_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Zlib_jll"] +git-tree-sha1 = "50c11ffab2a3d50192a228c313f05b5b5dc5acb2" +uuid = "7746bdde-850d-59dc-9ae8-88ece973131d" +version = "2.86.0+0" + [[deps.GracefulPkg]] deps = ["Compat", "Pkg", "TOML"] -git-tree-sha1 = "698050b04f3cc0906d0817329d6e96484bf238eb" +git-tree-sha1 = "9721d7ae22a51439656a73de721d973dbb9d3bad" uuid = "828d9ff0-206c-6161-646e-6576656f7244" -version = "2.3.0" +version = "2.4.2" + +[[deps.Graphite2_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "8a6dbda1fd736d60cc477d99f2e7a042acfa46e8" +uuid = "3b182d85-2403-5c21-9c21-1e1f0cc25472" +version = "1.3.15+0" + +[[deps.Grisu]] +git-tree-sha1 = "53bb909d1151e57e2484c3d1b53e19552b887fb2" +uuid = "42e2da0e-8278-4e71-bc24-59509adca0fe" +version = "1.0.2" [[deps.HTTP]] deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "PrecompileTools", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"] @@ -109,28 +552,115 @@ git-tree-sha1 = "5e6fe50ae7f23d171f44e311c2960294aaa0beb5" uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3" version = "1.10.19" +[[deps.HarfBuzz_jll]] +deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll"] +git-tree-sha1 = "f923f9a774fcf3f5cb761bfa43aeadd689714813" +uuid = "2e76f6c2-a576-52d4-95c1-20adfe4de566" +version = "8.5.1+0" + +[[deps.HashArrayMappedTries]] +git-tree-sha1 = "2eaa69a7cab70a52b9687c8bf950a5a93ec895ae" +uuid = "076d061b-32b6-4027-95e0-9a2c6f6d7e74" +version = "0.2.0" + +[[deps.Hyperscript]] +deps = ["Test"] +git-tree-sha1 = "179267cfa5e712760cd43dcae385d7ea90cc25a4" +uuid = "47d2ed2b-36de-50cf-bf87-49c2cf4b8b91" +version = "0.0.5" + [[deps.HypertextLiteral]] deps = ["Tricks"] git-tree-sha1 = "7134810b1afce04bbc1045ca1985fbe81ce17653" uuid = "ac1192a8-f4b3-4bfe-ba22-af5b92cd3ab2" version = "0.9.5" +[[deps.IOCapture]] +deps = ["Logging", "Random"] +git-tree-sha1 = "0ee181ec08df7d7c911901ea38baf16f755114dc" +uuid = "b5f81e59-6552-4d32-b1f0-c071b021bf89" +version = "1.0.0" + +[[deps.IRTools]] +deps = ["InteractiveUtils", "MacroTools"] +git-tree-sha1 = "57e9ce6cf68d0abf5cb6b3b4abf9bedf05c939c0" +uuid = "7869d1d1-7146-5819-86e3-90919afe41df" +version = "0.4.15" + +[[deps.IfElse]] +git-tree-sha1 = "debdd00ffef04665ccbb3e150747a77560e8fad1" +uuid = "615f187c-cbe4-4ef1-ba3b-2fcf58d6d173" +version = "0.1.1" + [[deps.InteractiveUtils]] deps = ["Markdown"] uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240" version = "1.11.0" +[[deps.IrrationalConstants]] +git-tree-sha1 = "b2d91fe939cae05960e760110b328288867b5758" +uuid = "92d709cd-6900-40b7-9082-c6be49f344b6" +version = "0.2.6" + [[deps.IteratorInterfaceExtensions]] git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856" uuid = "82899510-4779-5014-852e-03e436cf321d" version = "1.0.0" +[[deps.JLFzf]] +deps = ["REPL", "Random", "fzf_jll"] +git-tree-sha1 = "82f7acdc599b65e0f8ccd270ffa1467c21cb647b" +uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c" +version = "0.1.11" + [[deps.JLLWrappers]] deps = ["Artifacts", "Preferences"] git-tree-sha1 = "0533e564aae234aff59ab625543145446d8b6ec2" uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210" version = "1.7.1" +[[deps.JSON]] +deps = ["Dates", "Mmap", "Parsers", "Unicode"] +git-tree-sha1 = "31e996f0a15c7b280ba9f76636b3ff9e2ae58c9a" +uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6" +version = "0.21.4" + +[[deps.JpegTurbo_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "4255f0032eafd6451d707a51d5f0248b8a165e4d" +uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8" +version = "3.1.3+0" + +[[deps.KernelAbstractions]] +deps = ["Adapt", "Atomix", "InteractiveUtils", "MacroTools", "PrecompileTools", "Requires", "StaticArrays", "UUIDs"] +git-tree-sha1 = "83c617e9e9b02306a7acab79e05ec10253db7c87" +uuid = "63c18a36-062a-441e-b654-da1e3ab1ce7c" +version = "0.9.38" +weakdeps = ["EnzymeCore", "LinearAlgebra", "SparseArrays"] + + [deps.KernelAbstractions.extensions] + EnzymeExt = "EnzymeCore" + LinearAlgebraExt = "LinearAlgebra" + SparseArraysExt = "SparseArrays" + +[[deps.LAME_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "059aabebaa7c82ccb853dd4a0ee9d17796f7e1bc" +uuid = "c1c5ebd0-6772-5130-a774-d5fcae4a789d" +version = "3.100.3+0" + +[[deps.LERC_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "aaafe88dccbd957a8d82f7d05be9b69172e0cee3" +uuid = "88015f11-f218-50d7-93a8-a6af411a945d" +version = "4.0.1+0" + +[[deps.LLVMOpenMP_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "eb62a3deb62fc6d8822c0c4bef73e4412419c5d8" +uuid = "1d63c593-3942-5779-bab2-d838dc0a180e" +version = "18.1.8+0" + [[deps.LRUCache]] git-tree-sha1 = "5519b95a490ff5fe629c4a7aa3b3dfc9160498b3" uuid = "8ac3fa9e-de4c-5943-b1dc-09c6b5f20637" @@ -140,6 +670,35 @@ weakdeps = ["Serialization"] [deps.LRUCache.extensions] SerializationExt = ["Serialization"] +[[deps.LZO_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "1c602b1127f4751facb671441ca72715cc95938a" +uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac" +version = "2.10.3+0" + +[[deps.LaTeXStrings]] +git-tree-sha1 = "dda21b8cbd6a6c40d9d02a73230f9d70fed6918c" +uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f" +version = "1.4.0" + +[[deps.Latexify]] +deps = ["Format", "Ghostscript_jll", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Requires"] +git-tree-sha1 = "44f93c47f9cd6c7e431f2f2091fcba8f01cd7e8f" +uuid = "23fbe1c1-3f47-55db-b15f-69d7ec21a316" +version = "0.16.10" + + [deps.Latexify.extensions] + DataFramesExt = "DataFrames" + SparseArraysExt = "SparseArrays" + SymEngineExt = "SymEngine" + TectonicExt = "tectonic_jll" + + [deps.Latexify.weakdeps] + DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" + SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf" + SymEngine = "123dc426-2d89-5057-bbad-38513e3affd8" + tectonic_jll = "d7dd28d6-a5e6-559c-9131-7eb760cdacc5" + [[deps.LazilyInitializedFields]] git-tree-sha1 = "0f2da712350b020bc3957f269c9caad516383ee0" uuid = "0e77f7df-68c5-4e49-93ce-4cd80f5598bf" @@ -174,6 +733,63 @@ version = "1.11.0+1" uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb" version = "1.11.0" +[[deps.Libffi_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "c8da7e6a91781c41a863611c7e966098d783c57a" +uuid = "e9f186c6-92d2-5b65-8a66-fee21dc1b490" +version = "3.4.7+0" + +[[deps.Libglvnd_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll", "Xorg_libXext_jll"] +git-tree-sha1 = "d36c21b9e7c172a44a10484125024495e2625ac0" +uuid = "7e76a0d4-f3c7-5321-8279-8d96eeed0f29" +version = "1.7.1+1" + +[[deps.Libiconv_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "be484f5c92fad0bd8acfef35fe017900b0b73809" +uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531" +version = "1.18.0+0" + +[[deps.Libmount_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "3acf07f130a76f87c041cfb2ff7d7284ca67b072" +uuid = "4b2f31a3-9ecc-558c-b454-b3730dcb73e9" +version = "2.41.2+0" + +[[deps.Libtiff_jll]] +deps = ["Artifacts", "JLLWrappers", "JpegTurbo_jll", "LERC_jll", "Libdl", "XZ_jll", "Zlib_jll", "Zstd_jll"] +git-tree-sha1 = "f04133fe05eff1667d2054c53d59f9122383fe05" +uuid = "89763e89-9b03-5906-acba-b20f662cd828" +version = "4.7.2+0" + +[[deps.Libuuid_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "2a7a12fc0a4e7fb773450d17975322aa77142106" +uuid = "38a345b3-de98-5d2b-a5d3-14cd9215e700" +version = "2.41.2+0" + +[[deps.LinearAlgebra]] +deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"] +uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" +version = "1.11.0" + +[[deps.LogExpFunctions]] +deps = ["DocStringExtensions", "IrrationalConstants", "LinearAlgebra"] +git-tree-sha1 = "13ca9e2586b89836fd20cccf56e57e2b9ae7f38f" +uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688" +version = "0.3.29" + + [deps.LogExpFunctions.extensions] + LogExpFunctionsChainRulesCoreExt = "ChainRulesCore" + LogExpFunctionsChangesOfVariablesExt = "ChangesOfVariables" + LogExpFunctionsInverseFunctionsExt = "InverseFunctions" + + [deps.LogExpFunctions.weakdeps] + ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" + ChangesOfVariables = "9e997f8a-9a97-42d5-a9f1-ce6bfc15e2c0" + InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112" + [[deps.Logging]] uuid = "56ddb016-857b-54e1-b83d-db4d58db5568" version = "1.11.0" @@ -184,16 +800,172 @@ git-tree-sha1 = "f00544d95982ea270145636c181ceda21c4e2575" uuid = "e6f89c97-d47a-5376-807f-9c37f3926c36" version = "1.2.0" +[[deps.Lux]] +deps = ["ADTypes", "Adapt", "ArgCheck", "ArrayInterface", "ChainRulesCore", "ConcreteStructs", "DiffResults", "DispatchDoctor", "EnzymeCore", "FastClosures", "ForwardDiff", "Functors", "GPUArraysCore", "LinearAlgebra", "LuxCore", "LuxLib", "MLDataDevices", "MacroTools", "Markdown", "NNlib", "Optimisers", "PrecompileTools", "Preferences", "Random", "ReactantCore", "Reexport", "SciMLPublic", "Setfield", "Static", "StaticArraysCore", "Statistics", "WeightInitializers"] +git-tree-sha1 = "d717fa73a90e5705635ce90735f756609ef2ef76" +uuid = "b2108857-7c20-44ae-9111-449ecde12c47" +version = "1.24.0" + + [deps.Lux.extensions] + LuxComponentArraysExt = "ComponentArrays" + LuxEnzymeExt = "Enzyme" + LuxFluxExt = "Flux" + LuxLossFunctionsExt = "LossFunctions" + LuxMLUtilsExt = "MLUtils" + LuxMPIExt = "MPI" + LuxMPINCCLExt = ["CUDA", "MPI", "NCCL"] + LuxMooncakeExt = "Mooncake" + LuxReactantExt = ["Enzyme", "Reactant"] + LuxReverseDiffExt = ["FunctionWrappers", "ReverseDiff"] + LuxSimpleChainsExt = "SimpleChains" + LuxTrackerExt = "Tracker" + LuxZygoteExt = "Zygote" + + [deps.Lux.weakdeps] + CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" + ComponentArrays = "b0b7db55-cfe3-40fc-9ded-d10e2dbeff66" + Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9" + Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c" + FunctionWrappers = "069b7b12-0de2-55c6-9aab-29f3d0a68a2e" + LossFunctions = "30fc2ffe-d236-52d8-8643-a9d8f7c094a7" + MLUtils = "f1d291b0-491e-4a28-83b9-f70985020b54" + MPI = "da04e1cc-30fd-572f-bb4f-1f8673147195" + Mooncake = "da2b9cff-9c12-43a0-ae48-6db2b0edb7d6" + NCCL = "3fe64909-d7a1-4096-9b7d-7a0f12cf0f6b" + Reactant = "3c362404-f566-11ee-1572-e11a4b42c853" + ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" + SimpleChains = "de6bee2f-e2f4-4ec7-b6ed-219cc6f6e9e5" + Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" + Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" + +[[deps.LuxCore]] +deps = ["DispatchDoctor", "Random", "SciMLPublic"] +git-tree-sha1 = "ee3794a2ca3022bc066b5fb87b135c1d5f3b1cb7" +uuid = "bb33d45b-7691-41d6-9220-0943567d0623" +version = "1.4.2" + + [deps.LuxCore.extensions] + LuxCoreArrayInterfaceReverseDiffExt = ["ArrayInterface", "ReverseDiff"] + LuxCoreArrayInterfaceTrackerExt = ["ArrayInterface", "Tracker"] + LuxCoreChainRulesCoreExt = "ChainRulesCore" + LuxCoreEnzymeCoreExt = "EnzymeCore" + LuxCoreFunctorsExt = "Functors" + LuxCoreMLDataDevicesExt = ["Adapt", "MLDataDevices"] + LuxCoreReactantExt = "Reactant" + LuxCoreSetfieldExt = "Setfield" + + [deps.LuxCore.weakdeps] + Adapt = "79e6a3ab-5dfb-504d-930d-738a2a938a0e" + ArrayInterface = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9" + ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" + EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869" + Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c" + Functors = "d9f16b24-f501-4c13-a1f2-28368ffc5196" + MLDataDevices = "7e8f7934-dd98-4c1a-8fe8-92b47a384d40" + Reactant = "3c362404-f566-11ee-1572-e11a4b42c853" + ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" + Setfield = "efcf1570-3423-57d1-acb7-fd33fddbac46" + Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" + +[[deps.LuxLib]] +deps = ["ArrayInterface", "CPUSummary", "ChainRulesCore", "DispatchDoctor", "EnzymeCore", "FastClosures", "ForwardDiff", "Functors", "KernelAbstractions", "LinearAlgebra", "LuxCore", "MLDataDevices", "Markdown", "NNlib", "Preferences", "Random", "Reexport", "SciMLPublic", "Static", "StaticArraysCore", "Statistics"] +git-tree-sha1 = "2f80ab5ff577e247b5dc2df1a726e11aff5e78a0" +uuid = "82251201-b29d-42c6-8e01-566dec8acb11" +version = "1.12.1" + + [deps.LuxLib.extensions] + LuxLibAppleAccelerateExt = "AppleAccelerate" + LuxLibBLISBLASExt = "BLISBLAS" + LuxLibCUDAExt = "CUDA" + LuxLibEnzymeExt = "Enzyme" + LuxLibLoopVectorizationExt = ["LoopVectorization", "Polyester"] + LuxLibMKLExt = "MKL" + LuxLibOctavianExt = ["Octavian", "LoopVectorization"] + LuxLibReactantExt = ["Reactant", "ReactantCore"] + LuxLibReverseDiffExt = "ReverseDiff" + LuxLibSLEEFPiratesExt = "SLEEFPirates" + LuxLibTrackerAMDGPUExt = ["AMDGPU", "Tracker"] + LuxLibTrackerExt = "Tracker" + LuxLibcuDNNExt = ["CUDA", "cuDNN"] + + [deps.LuxLib.weakdeps] + AMDGPU = "21141c5a-9bdb-4563-92ae-f87d6854732e" + AppleAccelerate = "13e28ba4-7ad8-5781-acae-3021b1ed3924" + BLISBLAS = "6f275bd8-fec0-4d39-945b-7e95a765fa1e" + CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" + Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9" + LoopVectorization = "bdcacae8-1622-11e9-2a5c-532679323890" + MKL = "33e6dc65-8f57-5167-99aa-e5a354878fb2" + Octavian = "6fd5a793-0b7e-452c-907f-f8bfe9c57db4" + Polyester = "f517fe37-dbe3-4b94-8317-1923a5111588" + Reactant = "3c362404-f566-11ee-1572-e11a4b42c853" + ReactantCore = "a3311ec8-5e00-46d5-b541-4f83e724a433" + ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" + SLEEFPirates = "476501e8-09a2-5ece-8869-fb82de89a1fa" + Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" + cuDNN = "02a925ec-e4fe-4b08-9a7e-0d78e3d38ccd" + [[deps.MIMEs]] git-tree-sha1 = "c64d943587f7187e751162b3b84445bbbd79f691" uuid = "6c6e2e6c-3030-632d-7369-2d6c69616d65" version = "1.1.0" +[[deps.MLDataDevices]] +deps = ["Adapt", "Functors", "Preferences", "Random", "SciMLPublic"] +git-tree-sha1 = "df4fb509c1a328d7a616ec6fe2cffc96128ead80" +uuid = "7e8f7934-dd98-4c1a-8fe8-92b47a384d40" +version = "1.14.0" + + [deps.MLDataDevices.extensions] + MLDataDevicesAMDGPUExt = "AMDGPU" + MLDataDevicesCUDAExt = "CUDA" + MLDataDevicesChainRulesCoreExt = "ChainRulesCore" + MLDataDevicesChainRulesExt = "ChainRules" + MLDataDevicesComponentArraysExt = "ComponentArrays" + MLDataDevicesFillArraysExt = "FillArrays" + MLDataDevicesGPUArraysExt = "GPUArrays" + MLDataDevicesMLUtilsExt = "MLUtils" + MLDataDevicesMetalExt = ["GPUArrays", "Metal"] + MLDataDevicesOneHotArraysExt = "OneHotArrays" + MLDataDevicesReactantExt = "Reactant" + MLDataDevicesRecursiveArrayToolsExt = "RecursiveArrayTools" + MLDataDevicesReverseDiffExt = "ReverseDiff" + MLDataDevicesSparseArraysExt = "SparseArrays" + MLDataDevicesTrackerExt = "Tracker" + MLDataDevicesZygoteExt = "Zygote" + MLDataDevicescuDNNExt = ["CUDA", "cuDNN"] + MLDataDevicesoneAPIExt = ["GPUArrays", "oneAPI"] + + [deps.MLDataDevices.weakdeps] + AMDGPU = "21141c5a-9bdb-4563-92ae-f87d6854732e" + CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" + ChainRules = "082447d4-558c-5d27-93f4-14fc19e9eca2" + ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4" + ComponentArrays = "b0b7db55-cfe3-40fc-9ded-d10e2dbeff66" + FillArrays = "1a297f60-69ca-5386-bcde-b61e274b549b" + GPUArrays = "0c68f7d7-f131-5f86-a1c3-88cf8149b2d7" + MLUtils = "f1d291b0-491e-4a28-83b9-f70985020b54" + Metal = "dde4c033-4e86-420c-a63e-0dd931031962" + OneHotArrays = "0b1bfda6-eb8a-41d2-88d8-f5af5cad476f" + Reactant = "3c362404-f566-11ee-1572-e11a4b42c853" + RecursiveArrayTools = "731186ca-8d62-57ce-b412-fbd966d074cd" + ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267" + SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf" + Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" + Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" + cuDNN = "02a925ec-e4fe-4b08-9a7e-0d78e3d38ccd" + oneAPI = "8f75cd03-7ff8-4ecb-9b8f-daf728133b1b" + +[[deps.MacroTools]] +git-tree-sha1 = "1e0228a030642014fe5cfe68c2c0a818f9e3f522" +uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09" +version = "0.5.16" + [[deps.Malt]] deps = ["Distributed", "Logging", "RelocatableFolders", "Serialization", "Sockets"] -git-tree-sha1 = "bcb29cc7ba00900bc2d0e630f5116f32001eee6b" +git-tree-sha1 = "21ab3240653e26c8d54c1389779e260a48174be3" uuid = "36869731-bdee-424d-aa32-cab38c994e3b" -version = "1.2.1" +version = "1.3.0" [[deps.Markdown]] deps = ["Base64"] @@ -211,6 +983,21 @@ deps = ["Artifacts", "Libdl"] uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1" version = "2.28.6+0" +[[deps.Measures]] +git-tree-sha1 = "c13304c81eec1ed3af7fc20e75fb6b26092a1102" +uuid = "442fdcdd-2543-5da2-b0f3-8c86c306513e" +version = "0.3.2" + +[[deps.Missings]] +deps = ["DataAPI"] +git-tree-sha1 = "ec4f7fbeab05d7747bdf98eb74d130a2a2ed298d" +uuid = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28" +version = "1.2.0" + +[[deps.Mmap]] +uuid = "a63ad114-7e13-5084-954f-fe012c677804" +version = "1.11.0" + [[deps.MozillaCACerts_jll]] uuid = "14a3606d-f60d-562e-9121-12d972cd8159" version = "2023.12.12" @@ -221,10 +1008,56 @@ git-tree-sha1 = "f5db02ae992c260e4826fe78c942954b48e1d9c2" uuid = "99f44e22-a591-53d1-9472-aa23ef4bd671" version = "1.2.1" +[[deps.NNlib]] +deps = ["Adapt", "Atomix", "ChainRulesCore", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "Random", "ScopedValues", "Statistics"] +git-tree-sha1 = "eb6eb10b675236cee09a81da369f94f16d77dc2f" +uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd" +version = "0.9.31" + + [deps.NNlib.extensions] + NNlibAMDGPUExt = "AMDGPU" + NNlibCUDACUDNNExt = ["CUDA", "cuDNN"] + NNlibCUDAExt = "CUDA" + NNlibEnzymeCoreExt = "EnzymeCore" + NNlibFFTWExt = "FFTW" + NNlibForwardDiffExt = "ForwardDiff" + NNlibSpecialFunctionsExt = "SpecialFunctions" + + [deps.NNlib.weakdeps] + AMDGPU = "21141c5a-9bdb-4563-92ae-f87d6854732e" + CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" + EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869" + FFTW = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341" + ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210" + SpecialFunctions = "276daf66-3868-5448-9aa4-cd146d93841b" + cuDNN = "02a925ec-e4fe-4b08-9a7e-0d78e3d38ccd" + +[[deps.NaNMath]] +deps = ["OpenLibm_jll"] +git-tree-sha1 = "9b8215b1ee9e78a293f99797cd31375471b2bcae" +uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3" +version = "1.1.3" + [[deps.NetworkOptions]] uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908" version = "1.2.0" +[[deps.Ogg_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "b6aa4566bb7ae78498a5e68943863fa8b5231b59" +uuid = "e7412a2a-1a6e-54c0-be00-318e2571c051" +version = "1.3.6+0" + +[[deps.OpenBLAS_jll]] +deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"] +uuid = "4536629a-c528-5b80-bd46-f80d51c5b363" +version = "0.3.27+1" + +[[deps.OpenLibm_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "05823500-19ac-5b8b-9628-191a04bc5112" +version = "0.8.5+0" + [[deps.OpenSSL]] deps = ["BitFlags", "Dates", "MozillaCACerts_jll", "OpenSSL_jll", "Sockets"] git-tree-sha1 = "f1a7e086c677df53e064e0fdd2c9d0b0833e3f6e" @@ -237,11 +1070,62 @@ git-tree-sha1 = "f19301ae653233bc88b1810ae908194f07f8db9d" uuid = "458c3c95-2e84-50aa-8efc-19380b2a3a95" version = "3.5.4+0" +[[deps.OpenSpecFun_jll]] +deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl"] +git-tree-sha1 = "1346c9208249809840c91b26703912dff463d335" +uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e" +version = "0.5.6+0" + +[[deps.Optimisers]] +deps = ["ChainRulesCore", "ConstructionBase", "Functors", "LinearAlgebra", "Random", "Statistics"] +git-tree-sha1 = "131dc319e7c58317e8c6d5170440f6bdaee0a959" +uuid = "3bd65402-5787-11e9-1adc-39752487f4e2" +version = "0.4.6" + + [deps.Optimisers.extensions] + OptimisersAdaptExt = ["Adapt"] + OptimisersEnzymeCoreExt = "EnzymeCore" + OptimisersReactantExt = "Reactant" + + [deps.Optimisers.weakdeps] + Adapt = "79e6a3ab-5dfb-504d-930d-738a2a938a0e" + EnzymeCore = "f151be2c-9106-41f4-ab19-57ee4f262869" + Reactant = "3c362404-f566-11ee-1572-e11a4b42c853" + +[[deps.Opus_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "c392fc5dd032381919e3b22dd32d6443760ce7ea" +uuid = "91d4177d-7536-5919-b921-800302f37372" +version = "1.5.2+0" + [[deps.OrderedCollections]] git-tree-sha1 = "05868e21324cede2207c6f0f466b4bfef6d5e7ee" uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d" version = "1.8.1" +[[deps.PCRE2_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "efcefdf7-47ab-520b-bdef-62a2eaa19f15" +version = "10.42.0+1" + +[[deps.Pango_jll]] +deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "FriBidi_jll", "Glib_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl"] +git-tree-sha1 = "1f7f9bbd5f7a2e5a9f7d96e51c9754454ea7f60b" +uuid = "36c8627f-9965-5494-a995-c6b170f724f3" +version = "1.56.4+0" + +[[deps.Parsers]] +deps = ["Dates", "PrecompileTools", "UUIDs"] +git-tree-sha1 = "7d2f8f21da5db6a806faf7b9b292296da42b2810" +uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0" +version = "2.8.3" + +[[deps.Pixman_jll]] +deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "LLVMOpenMP_jll", "Libdl"] +git-tree-sha1 = "db76b1ecd5e9715f3d043cec13b2ec93ce015d53" +uuid = "30392449-352a-5448-841d-b1acce4e97dc" +version = "0.44.2+0" + [[deps.Pkg]] deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "Random", "SHA", "TOML", "Tar", "UUIDs", "p7zip_jll"] uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f" @@ -251,11 +1135,43 @@ weakdeps = ["REPL"] [deps.Pkg.extensions] REPLExt = "REPL" +[[deps.PlotThemes]] +deps = ["PlotUtils", "Statistics"] +git-tree-sha1 = "41031ef3a1be6f5bbbf3e8073f210556daeae5ca" +uuid = "ccf2f8ad-2431-5c83-bf29-c5338b663b6a" +version = "3.3.0" + +[[deps.PlotUtils]] +deps = ["ColorSchemes", "Colors", "Dates", "PrecompileTools", "Printf", "Random", "Reexport", "StableRNGs", "Statistics"] +git-tree-sha1 = "3ca9a356cd2e113c420f2c13bea19f8d3fb1cb18" +uuid = "995b91a9-d308-5afd-9ec6-746e21dbc043" +version = "1.4.3" + +[[deps.Plots]] +deps = ["Base64", "Contour", "Dates", "Downloads", "FFMPEG", "FixedPointNumbers", "GR", "JLFzf", "JSON", "LaTeXStrings", "Latexify", "LinearAlgebra", "Measures", "NaNMath", "Pkg", "PlotThemes", "PlotUtils", "PrecompileTools", "Printf", "REPL", "Random", "RecipesBase", "RecipesPipeline", "Reexport", "RelocatableFolders", "Requires", "Scratch", "Showoff", "SparseArrays", "Statistics", "StatsBase", "TOML", "UUIDs", "UnicodeFun", "Unzip"] +git-tree-sha1 = "12ce661880f8e309569074a61d3767e5756a199f" +uuid = "91a5bcdd-55d7-5caf-9e0b-520d859cae80" +version = "1.41.1" + + [deps.Plots.extensions] + FileIOExt = "FileIO" + GeometryBasicsExt = "GeometryBasics" + IJuliaExt = "IJulia" + ImageInTerminalExt = "ImageInTerminal" + UnitfulExt = "Unitful" + + [deps.Plots.weakdeps] + FileIO = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549" + GeometryBasics = "5c1252a2-5f33-56bf-86c9-59e7332b4326" + IJulia = "7073ff75-c697-5162-941a-fcdaad2a7d2a" + ImageInTerminal = "d8c32880-2388-543b-8c61-d9f865259254" + Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d" + [[deps.Pluto]] -deps = ["Base64", "Configurations", "Dates", "Downloads", "ExpressionExplorer", "FileWatching", "GracefulPkg", "HTTP", "HypertextLiteral", "InteractiveUtils", "LRUCache", "Logging", "LoggingExtras", "MIMEs", "Malt", "Markdown", "MsgPack", "Pkg", "PlutoDependencyExplorer", "PrecompileSignatures", "PrecompileTools", "REPL", "Random", "RegistryInstances", "RelocatableFolders", "Scratch", "Sockets", "TOML", "Tables", "URIs", "UUIDs"] -git-tree-sha1 = "9d1df1e072a237e182187f1b480d2eedb3cf2f0b" +deps = ["Base64", "Configurations", "Dates", "Downloads", "ExpressionExplorer", "FileWatching", "GracefulPkg", "HTTP", "HypertextLiteral", "InteractiveUtils", "LRUCache", "Logging", "LoggingExtras", "MIMEs", "Malt", "Markdown", "MsgPack", "Pkg", "PlutoDependencyExplorer", "PrecompileSignatures", "PrecompileTools", "REPL", "Random", "RegistryInstances", "RelocatableFolders", "SHA", "Scratch", "Sockets", "TOML", "Tables", "URIs", "UUIDs"] +git-tree-sha1 = "1c1ce8bab7f044956fc12c355f5dff190afaa421" uuid = "c3e4b0f8-55cb-11ea-2926-15256bba5781" -version = "0.20.19" +version = "0.20.20" [[deps.PlutoDependencyExplorer]] deps = ["ExpressionExplorer", "InteractiveUtils", "Markdown"] @@ -263,6 +1179,12 @@ git-tree-sha1 = "c3e5073a977b1c58b2d55c1ec187c3737e64e6af" uuid = "72656b73-756c-7461-726b-72656b6b696b" version = "1.2.2" +[[deps.PlutoUI]] +deps = ["AbstractPlutoDingetjes", "Base64", "ColorTypes", "Dates", "Downloads", "FixedPointNumbers", "Hyperscript", "HypertextLiteral", "IOCapture", "InteractiveUtils", "JSON", "Logging", "MIMEs", "Markdown", "Random", "Reexport", "URIs", "UUIDs"] +git-tree-sha1 = "3faff84e6f97a7f18e0dd24373daa229fd358db5" +uuid = "7f904dfe-b85e-4ff6-b463-dae2292396a8" +version = "0.7.73" + [[deps.PrecompileSignatures]] git-tree-sha1 = "18ef344185f25ee9d51d80e179f8dad33dc48eb1" uuid = "91cefc8d-f054-46dc-8f8c-26e11d7c5411" @@ -285,6 +1207,35 @@ deps = ["Unicode"] uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7" version = "1.11.0" +[[deps.PtrArrays]] +git-tree-sha1 = "1d36ef11a9aaf1e8b74dacc6a731dd1de8fd493d" +uuid = "43287f4e-b6f4-7ad1-bb20-aadabca52c3d" +version = "1.3.0" + +[[deps.Qt6Base_jll]] +deps = ["Artifacts", "CompilerSupportLibraries_jll", "Fontconfig_jll", "Glib_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "OpenSSL_jll", "Vulkan_Loader_jll", "Xorg_libSM_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Xorg_libxcb_jll", "Xorg_xcb_util_cursor_jll", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_keysyms_jll", "Xorg_xcb_util_renderutil_jll", "Xorg_xcb_util_wm_jll", "Zlib_jll", "libinput_jll", "xkbcommon_jll"] +git-tree-sha1 = "34f7e5d2861083ec7596af8b8c092531facf2192" +uuid = "c0090381-4147-56d7-9ebc-da0b1113ec56" +version = "6.8.2+2" + +[[deps.Qt6Declarative_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Qt6Base_jll", "Qt6ShaderTools_jll"] +git-tree-sha1 = "da7adf145cce0d44e892626e647f9dcbe9cb3e10" +uuid = "629bc702-f1f5-5709-abd5-49b8460ea067" +version = "6.8.2+1" + +[[deps.Qt6ShaderTools_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Qt6Base_jll"] +git-tree-sha1 = "9eca9fc3fe515d619ce004c83c31ffd3f85c7ccf" +uuid = "ce943373-25bb-56aa-8eca-768745ed7b5a" +version = "6.8.2+1" + +[[deps.Qt6Wayland_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Qt6Base_jll", "Qt6Declarative_jll"] +git-tree-sha1 = "8f528b0851b5b7025032818eb5abbeb8a736f853" +uuid = "e99dba38-086e-5de3-a5b1-6e4c66e897c3" +version = "6.8.2+2" + [[deps.REPL]] deps = ["InteractiveUtils", "Markdown", "Sockets", "StyledStrings", "Unicode"] uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb" @@ -295,6 +1246,35 @@ deps = ["SHA"] uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c" version = "1.11.0" +[[deps.ReactantCore]] +deps = ["ExpressionExplorer", "MacroTools"] +git-tree-sha1 = "f3e31b90afcd152578a6c389eae46dd38b9a4f38" +uuid = "a3311ec8-5e00-46d5-b541-4f83e724a433" +version = "0.1.16" + +[[deps.RealDot]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "9f0a1b71baaf7650f4fa8a1d168c7fb6ee41f0c9" +uuid = "c1ae055f-0cd5-4b69-90a6-9a35b1a98df9" +version = "0.1.0" + +[[deps.RecipesBase]] +deps = ["PrecompileTools"] +git-tree-sha1 = "5c3d09cc4f31f5fc6af001c250bf1278733100ff" +uuid = "3cdcf5f2-1ef4-517c-9805-6587b60abb01" +version = "1.3.4" + +[[deps.RecipesPipeline]] +deps = ["Dates", "NaNMath", "PlotUtils", "PrecompileTools", "RecipesBase"] +git-tree-sha1 = "45cf9fd0ca5839d06ef333c8201714e888486342" +uuid = "01d81517-befc-4cb6-b9ec-a95719d0359c" +version = "0.6.12" + +[[deps.Reexport]] +git-tree-sha1 = "45e428421666073eab6f2da5c9d310d99bb12f9b" +uuid = "189a3867-3050-52da-a836-e630ba90ab69" +version = "1.2.2" + [[deps.RegistryInstances]] deps = ["LazilyInitializedFields", "Pkg", "TOML", "Tar"] git-tree-sha1 = "ffd19052caf598b8653b99404058fce14828be51" @@ -307,10 +1287,27 @@ git-tree-sha1 = "ffdaf70d81cf6ff22c2b6e733c900c3321cab864" uuid = "05181044-ff0b-4ac5-8273-598c1e38db00" version = "1.0.1" +[[deps.Requires]] +deps = ["UUIDs"] +git-tree-sha1 = "62389eeff14780bfe55195b7204c0d8738436d64" +uuid = "ae029012-a4dd-5104-9daa-d747884805df" +version = "1.3.1" + [[deps.SHA]] uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce" version = "0.7.0" +[[deps.SciMLPublic]] +git-tree-sha1 = "ed647f161e8b3f2973f24979ec074e8d084f1bee" +uuid = "431bcebd-1456-4ced-9d72-93c2757fff0b" +version = "1.0.0" + +[[deps.ScopedValues]] +deps = ["HashArrayMappedTries", "Logging"] +git-tree-sha1 = "c3b2323466378a2ba15bea4b2f73b081e022f473" +uuid = "7e506255-f358-4e82-b7e4-beb19740aa63" +version = "1.5.0" + [[deps.Scratch]] deps = ["Dates"] git-tree-sha1 = "9b81b8393e50b7d4e6d0a9f14e192294d3b7c109" @@ -321,6 +1318,18 @@ version = "1.3.0" uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b" version = "1.11.0" +[[deps.Setfield]] +deps = ["ConstructionBase", "Future", "MacroTools", "StaticArraysCore"] +git-tree-sha1 = "c5391c6ace3bc430ca630251d02ea9687169ca68" +uuid = "efcf1570-3423-57d1-acb7-fd33fddbac46" +version = "1.1.2" + +[[deps.Showoff]] +deps = ["Dates", "Grisu"] +git-tree-sha1 = "91eddf657aca81df9ae6ceb20b959ae5653ad1de" +uuid = "992d4aef-0814-514b-bc4d-f2e9a6c4116f" +version = "1.0.3" + [[deps.SimpleBufferStream]] git-tree-sha1 = "f305871d2f381d21527c770d4788c06c097c9bc1" uuid = "777ac1f9-54b0-4bf8-805c-2214025038e7" @@ -330,10 +1339,124 @@ version = "1.2.0" uuid = "6462fe0b-24de-5631-8697-dd941f90decc" version = "1.11.0" +[[deps.SortingAlgorithms]] +deps = ["DataStructures"] +git-tree-sha1 = "64d974c2e6fdf07f8155b5b2ca2ffa9069b608d9" +uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c" +version = "1.2.2" + +[[deps.SparseArrays]] +deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"] +uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf" +version = "1.11.0" + +[[deps.SparseInverseSubset]] +deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"] +git-tree-sha1 = "52962839426b75b3021296f7df242e40ecfc0852" +uuid = "dc90abb0-5640-4711-901d-7e5b23a2fada" +version = "0.1.2" + +[[deps.SpecialFunctions]] +deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"] +git-tree-sha1 = "f2685b435df2613e25fc10ad8c26dddb8640f547" +uuid = "276daf66-3868-5448-9aa4-cd146d93841b" +version = "2.6.1" +weakdeps = ["ChainRulesCore"] + + [deps.SpecialFunctions.extensions] + SpecialFunctionsChainRulesCoreExt = "ChainRulesCore" + +[[deps.StableRNGs]] +deps = ["Random"] +git-tree-sha1 = "95af145932c2ed859b63329952ce8d633719f091" +uuid = "860ef19b-820b-49d6-a774-d7a799459cd3" +version = "1.0.3" + +[[deps.Static]] +deps = ["CommonWorldInvalidations", "IfElse", "PrecompileTools", "SciMLPublic"] +git-tree-sha1 = "49440414711eddc7227724ae6e570c7d5559a086" +uuid = "aedffcd0-7271-4cad-89d0-dc628f76c6d3" +version = "1.3.1" + +[[deps.StaticArrayInterface]] +deps = ["ArrayInterface", "Compat", "IfElse", "LinearAlgebra", "PrecompileTools", "Static"] +git-tree-sha1 = "96381d50f1ce85f2663584c8e886a6ca97e60554" +uuid = "0d7ed370-da01-4f52-bd93-41d350b8b718" +version = "1.8.0" + + [deps.StaticArrayInterface.extensions] + StaticArrayInterfaceOffsetArraysExt = "OffsetArrays" + StaticArrayInterfaceStaticArraysExt = "StaticArrays" + + [deps.StaticArrayInterface.weakdeps] + OffsetArrays = "6fe1bfb0-de20-5000-8ca7-80f57d26f881" + StaticArrays = "90137ffa-7385-5640-81b9-e52037218182" + +[[deps.StaticArrays]] +deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"] +git-tree-sha1 = "b8693004b385c842357406e3af647701fe783f98" +uuid = "90137ffa-7385-5640-81b9-e52037218182" +version = "1.9.15" +weakdeps = ["ChainRulesCore", "Statistics"] + + [deps.StaticArrays.extensions] + StaticArraysChainRulesCoreExt = "ChainRulesCore" + StaticArraysStatisticsExt = "Statistics" + +[[deps.StaticArraysCore]] +git-tree-sha1 = "6ab403037779dae8c514bad259f32a447262455a" +uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c" +version = "1.4.4" + +[[deps.Statistics]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "ae3bb1eb3bba077cd276bc5cfc337cc65c3075c0" +uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2" +version = "1.11.1" +weakdeps = ["SparseArrays"] + + [deps.Statistics.extensions] + SparseArraysExt = ["SparseArrays"] + +[[deps.StatsAPI]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "9d72a13a3f4dd3795a195ac5a44d7d6ff5f552ff" +uuid = "82ae8749-77ed-4fe6-ae5f-f523153014b0" +version = "1.7.1" + +[[deps.StatsBase]] +deps = ["AliasTables", "DataAPI", "DataStructures", "LinearAlgebra", "LogExpFunctions", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics", "StatsAPI"] +git-tree-sha1 = "a136f98cefaf3e2924a66bd75173d1c891ab7453" +uuid = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91" +version = "0.34.7" + +[[deps.StructArrays]] +deps = ["ConstructionBase", "DataAPI", "Tables"] +git-tree-sha1 = "a2c37d815bf00575332b7bd0389f771cb7987214" +uuid = "09ab397b-f2b6-538f-b94a-2f83cf4a842a" +version = "0.7.2" +weakdeps = ["Adapt", "GPUArraysCore", "KernelAbstractions", "LinearAlgebra", "SparseArrays", "StaticArrays"] + + [deps.StructArrays.extensions] + StructArraysAdaptExt = "Adapt" + StructArraysGPUArraysCoreExt = ["GPUArraysCore", "KernelAbstractions"] + StructArraysLinearAlgebraExt = "LinearAlgebra" + StructArraysSparseArraysExt = "SparseArrays" + StructArraysStaticArraysExt = "StaticArrays" + [[deps.StyledStrings]] uuid = "f489334b-da3d-4c2e-b8f0-e476e12c162b" version = "1.11.0" +[[deps.SuiteSparse]] +deps = ["Libdl", "LinearAlgebra", "Serialization", "SparseArrays"] +uuid = "4607b0f0-06f3-5cda-b6b1-a6196a1729e9" + +[[deps.SuiteSparse_jll]] +deps = ["Artifacts", "Libdl", "libblastrampoline_jll"] +uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c" +version = "7.7.0+0" + [[deps.TOML]] deps = ["Dates"] uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76" @@ -356,6 +1479,12 @@ deps = ["ArgTools", "SHA"] uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e" version = "1.10.0" +[[deps.TensorCore]] +deps = ["LinearAlgebra"] +git-tree-sha1 = "1feb45f88d133a655e001435632f019a9a1bcdb6" +uuid = "62fd8b95-f654-4bbd-a8a5-9c27f68ccd50" +version = "0.1.1" + [[deps.Test]] deps = ["InteractiveUtils", "Logging", "Random", "Serialization"] uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40" @@ -385,11 +1514,310 @@ version = "1.11.0" uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5" version = "1.11.0" +[[deps.UnicodeFun]] +deps = ["REPL"] +git-tree-sha1 = "53915e50200959667e78a92a418594b428dffddf" +uuid = "1cfade01-22cf-5700-b092-accc4b62d6e1" +version = "0.4.1" + +[[deps.UnsafeAtomics]] +git-tree-sha1 = "b13c4edda90890e5b04ba24e20a310fbe6f249ff" +uuid = "013be700-e6cd-48c3-b4a1-df204f14c38f" +version = "0.3.0" + + [deps.UnsafeAtomics.extensions] + UnsafeAtomicsLLVM = ["LLVM"] + + [deps.UnsafeAtomics.weakdeps] + LLVM = "929cbde3-209d-540e-8aea-75f648917ca0" + +[[deps.Unzip]] +git-tree-sha1 = "ca0969166a028236229f63514992fc073799bb78" +uuid = "41fe7b60-77ed-43a1-b4f0-825fd5a5650d" +version = "0.2.0" + +[[deps.Vulkan_Loader_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Wayland_jll", "Xorg_libX11_jll", "Xorg_libXrandr_jll", "xkbcommon_jll"] +git-tree-sha1 = "2f0486047a07670caad3a81a075d2e518acc5c59" +uuid = "a44049a8-05dd-5a78-86c9-5fde0876e88c" +version = "1.3.243+0" + +[[deps.Wayland_jll]] +deps = ["Artifacts", "EpollShim_jll", "Expat_jll", "JLLWrappers", "Libdl", "Libffi_jll"] +git-tree-sha1 = 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"JLLWrappers", "Libdl"] +git-tree-sha1 = "fee71455b0aaa3440dfdd54a9a36ccef829be7d4" +uuid = "ffd25f8a-64ca-5728-b0f7-c24cf3aae800" +version = "5.8.1+0" + +[[deps.Xorg_libICE_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "a3ea76ee3f4facd7a64684f9af25310825ee3668" +uuid = "f67eecfb-183a-506d-b269-f58e52b52d7c" +version = "1.1.2+0" + +[[deps.Xorg_libSM_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libICE_jll"] +git-tree-sha1 = "9c7ad99c629a44f81e7799eb05ec2746abb5d588" +uuid = "c834827a-8449-5923-a945-d239c165b7dd" +version = "1.2.6+0" + +[[deps.Xorg_libX11_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll", "Xorg_xtrans_jll"] +git-tree-sha1 = "b5899b25d17bf1889d25906fb9deed5da0c15b3b" +uuid = "4f6342f7-b3d2-589e-9d20-edeb45f2b2bc" +version = "1.8.12+0" + +[[deps.Xorg_libXau_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "aa1261ebbac3ccc8d16558ae6799524c450ed16b" +uuid = "0c0b7dd1-d40b-584c-a123-a41640f87eec" 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= "bfcaf7ec088eaba362093393fe11aa141fa15422" +uuid = "c7cfdc94-dc32-55de-ac96-5a1b8d977c5b" +version = "1.17.1+0" + +[[deps.Xorg_libxkbfile_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"] +git-tree-sha1 = "e3150c7400c41e207012b41659591f083f3ef795" +uuid = "cc61e674-0454-545c-8b26-ed2c68acab7a" +version = "1.1.3+0" + +[[deps.Xorg_xcb_util_cursor_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_jll", "Xorg_xcb_util_renderutil_jll"] +git-tree-sha1 = "9750dc53819eba4e9a20be42349a6d3b86c7cdf8" +uuid = "e920d4aa-a673-5f3a-b3d7-f755a4d47c43" +version = "0.1.6+0" + +[[deps.Xorg_xcb_util_image_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_jll"] +git-tree-sha1 = "f4fc02e384b74418679983a97385644b67e1263b" +uuid = "12413925-8142-5f55-bb0e-6d7ca50bb09b" +version = "0.4.1+0" + +[[deps.Xorg_xcb_util_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll"] +git-tree-sha1 = "68da27247e7d8d8dafd1fcf0c3654ad6506f5f97" +uuid = "2def613f-5ad1-5310-b15b-b15d46f528f5" +version = "0.4.1+0" + +[[deps.Xorg_xcb_util_keysyms_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_jll"] +git-tree-sha1 = "44ec54b0e2acd408b0fb361e1e9244c60c9c3dd4" +uuid = "975044d2-76e6-5fbe-bf08-97ce7c6574c7" +version = "0.4.1+0" + +[[deps.Xorg_xcb_util_renderutil_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_jll"] +git-tree-sha1 = "5b0263b6d080716a02544c55fdff2c8d7f9a16a0" +uuid = "0d47668e-0667-5a69-a72c-f761630bfb7e" +version = "0.3.10+0" + +[[deps.Xorg_xcb_util_wm_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_jll"] +git-tree-sha1 = "f233c83cad1fa0e70b7771e0e21b061a116f2763" +uuid = "c22f9ab0-d5fe-5066-847c-f4bb1cd4e361" +version = "0.4.2+0" + +[[deps.Xorg_xkbcomp_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxkbfile_jll"] +git-tree-sha1 = "801a858fc9fb90c11ffddee1801bb06a738bda9b" +uuid = "35661453-b289-5fab-8a00-3d9160c6a3a4" +version = "1.4.7+0" + +[[deps.Xorg_xkeyboard_config_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xkbcomp_jll"] +git-tree-sha1 = "00af7ebdc563c9217ecc67776d1bbf037dbcebf4" +uuid = "33bec58e-1273-512f-9401-5d533626f822" +version = "2.44.0+0" + +[[deps.Xorg_xtrans_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "a63799ff68005991f9d9491b6e95bd3478d783cb" +uuid = "c5fb5394-a638-5e4d-96e5-b29de1b5cf10" +version = "1.6.0+0" + [[deps.Zlib_jll]] deps = ["Libdl"] uuid = "83775a58-1f1d-513f-b197-d71354ab007a" version = "1.2.13+1" +[[deps.Zstd_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "446b23e73536f84e8037f5dce465e92275f6a308" +uuid = "3161d3a3-bdf6-5164-811a-617609db77b4" +version = "1.5.7+1" + +[[deps.Zygote]] +deps = ["AbstractFFTs", "ChainRules", "ChainRulesCore", "DiffRules", "Distributed", "FillArrays", "ForwardDiff", "GPUArraysCore", "IRTools", "InteractiveUtils", "LinearAlgebra", "LogExpFunctions", "MacroTools", "NaNMath", "PrecompileTools", "Random", "SparseArrays", "SpecialFunctions", "Statistics", "ZygoteRules"] +git-tree-sha1 = "a29cbf3968d36022198bcc6f23fdfd70f7caf737" +uuid = "e88e6eb3-aa80-5325-afca-941959d7151f" +version = "0.7.10" + + [deps.Zygote.extensions] + ZygoteAtomExt = "Atom" + ZygoteColorsExt = "Colors" + ZygoteDistancesExt = "Distances" + ZygoteTrackerExt = "Tracker" + + [deps.Zygote.weakdeps] + Atom = "c52e3926-4ff0-5f6e-af25-54175e0327b1" + Colors = "5ae59095-9a9b-59fe-a467-6f913c188581" + Distances = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7" + Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c" + +[[deps.ZygoteRules]] +deps = ["ChainRulesCore", "MacroTools"] +git-tree-sha1 = "434b3de333c75fc446aa0d19fc394edafd07ab08" +uuid = "700de1a5-db45-46bc-99cf-38207098b444" +version = "0.2.7" + +[[deps.eudev_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "c3b0e6196d50eab0c5ed34021aaa0bb463489510" +uuid = "35ca27e7-8b34-5b7f-bca9-bdc33f59eb06" +version = "3.2.14+0" + +[[deps.fzf_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "b6a34e0e0960190ac2a4363a1bd003504772d631" +uuid = "214eeab7-80f7-51ab-84ad-2988db7cef09" +version = "0.61.1+0" + +[[deps.libaom_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "371cc681c00a3ccc3fbc5c0fb91f58ba9bec1ecf" +uuid = "a4ae2306-e953-59d6-aa16-d00cac43593b" +version = "3.13.1+0" + +[[deps.libass_jll]] +deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Zlib_jll"] +git-tree-sha1 = "125eedcb0a4a0bba65b657251ce1d27c8714e9d6" +uuid = "0ac62f75-1d6f-5e53-bd7c-93b484bb37c0" +version = "0.17.4+0" + +[[deps.libblastrampoline_jll]] +deps = ["Artifacts", "Libdl"] +uuid = "8e850b90-86db-534c-a0d3-1478176c7d93" +version = "5.11.0+0" + +[[deps.libdecor_jll]] +deps = ["Artifacts", "Dbus_jll", "JLLWrappers", "Libdl", "Libglvnd_jll", "Pango_jll", "Wayland_jll", "xkbcommon_jll"] +git-tree-sha1 = "9bf7903af251d2050b467f76bdbe57ce541f7f4f" +uuid = "1183f4f0-6f2a-5f1a-908b-139f9cdfea6f" +version = "0.2.2+0" + +[[deps.libevdev_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "56d643b57b188d30cccc25e331d416d3d358e557" +uuid = "2db6ffa8-e38f-5e21-84af-90c45d0032cc" +version = "1.13.4+0" + +[[deps.libfdk_aac_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "646634dd19587a56ee2f1199563ec056c5f228df" +uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280" +version = "2.0.4+0" + +[[deps.libinput_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "eudev_jll", "libevdev_jll", "mtdev_jll"] +git-tree-sha1 = "91d05d7f4a9f67205bd6cf395e488009fe85b499" +uuid = "36db933b-70db-51c0-b978-0f229ee0e533" +version = "1.28.1+0" + +[[deps.libpng_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Zlib_jll"] +git-tree-sha1 = "07b6a107d926093898e82b3b1db657ebe33134ec" +uuid = "b53b4c65-9356-5827-b1ea-8c7a1a84506f" +version = "1.6.50+0" + +[[deps.libvorbis_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll"] +git-tree-sha1 = "11e1772e7f3cc987e9d3de991dd4f6b2602663a5" +uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a" +version = "1.3.8+0" + +[[deps.mtdev_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "b4d631fd51f2e9cdd93724ae25b2efc198b059b1" +uuid = "009596ad-96f7-51b1-9f1b-5ce2d5e8a71e" +version = "1.1.7+0" + [[deps.nghttp2_jll]] deps = ["Artifacts", "Libdl"] uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d" @@ -399,3 +1827,21 @@ version = "1.59.0+0" deps = ["Artifacts", "Libdl"] uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0" version = "17.4.0+2" + +[[deps.x264_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "14cc7083fc6dff3cc44f2bc435ee96d06ed79aa7" +uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a" +version = "10164.0.1+0" + +[[deps.x265_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl"] +git-tree-sha1 = "e7b67590c14d487e734dcb925924c5dc43ec85f3" +uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76" +version = "4.1.0+0" + +[[deps.xkbcommon_jll]] +deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxcb_jll", "Xorg_xkeyboard_config_jll"] +git-tree-sha1 = "fbf139bce07a534df0e699dbb5f5cc9346f95cc1" +uuid = "d8fb68d0-12a3-5cfd-a85a-d49703b185fd" +version = "1.9.2+0" diff --git a/class11/Project.toml b/class11/Project.toml index c39603e..1b273d0 100644 --- a/class11/Project.toml +++ b/class11/Project.toml @@ -1,2 +1,8 @@ [deps] +ComponentArrays = "b0b7db55-cfe3-40fc-9ded-d10e2dbeff66" +Lux = "b2108857-7c20-44ae-9111-449ecde12c47" +Optimisers = "3bd65402-5787-11e9-1adc-39752487f4e2" +Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80" Pluto = "c3e4b0f8-55cb-11ea-2926-15256bba5781" +PlutoUI = "7f904dfe-b85e-4ff6-b463-dae2292396a8" +Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f" diff --git a/class11/class11.jl b/class11/class11.jl index 938908e..8bbd772 100644 --- a/class11/class11.jl +++ b/class11/class11.jl @@ -1,11 +1,14 @@ ### A Pluto.jl notebook ### -# v0.20.19 +# v0.20.20 using Markdown using InteractiveUtils # ╔═╡ 926b3e8e-31b6-4de0-b3b1-d70294426a1c begin + import Pkg + Pkg.activate(".") + Pkg.instantiate() using PlutoUI html"""