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fb07071
Merge pull request #1 from PacktPublishing/feature/chapter-5-macbook
AndyMc629 Feb 11, 2023
9408368
Merge pull request #2 from PacktPublishing/feature/chapter-5-macbook
AndyMc629 Feb 26, 2023
76e712d
Merge pull request #3 from PacktPublishing/feature/chapter-5-macbook
AndyMc629 Feb 26, 2023
cb24887
Merge pull request #4 from PacktPublishing/feature/actions
AndyMc629 Mar 12, 2023
ee6e568
playing with ray
AndyMc629 Mar 12, 2023
543e498
ray notebooks
AndyMc629 Mar 15, 2023
d9de2e0
poetry updates for ray
AndyMc629 Mar 15, 2023
747784a
ray notebooks
AndyMc629 Mar 20, 2023
f8646e1
poetry locks for ray
AndyMc629 Mar 20, 2023
8ca95ac
llms
AndyMc629 Mar 20, 2023
05a5d6c
Merge pull request #5 from PacktPublishing/feature/ray
AndyMc629 Mar 20, 2023
219b94b
llms
AndyMc629 Mar 22, 2023
dcff909
chapter 1 clustering example
AndyMc629 Mar 22, 2023
3421aa9
clustering example
AndyMc629 Mar 24, 2023
9fb52ee
conda env
AndyMc629 Mar 24, 2023
807c6cc
forecasting example
AndyMc629 Mar 26, 2023
1619d67
gitignore
AndyMc629 Apr 1, 2023
564cdeb
fastapi
AndyMc629 Apr 1, 2023
a044f2a
api gateway coming along
AndyMc629 Apr 2, 2023
5046f90
KServe set up madness
AndyMc629 Apr 2, 2023
74bfd8e
training scripts
AndyMc629 Apr 9, 2023
9744086
app.py
AndyMc629 Apr 9, 2023
0bf9188
requiremetns and yaml for ch7 train scripts
AndyMc629 Apr 9, 2023
3d91f82
finally got the model pulling from model registry
AndyMc629 Apr 9, 2023
a6f84e9
yamls
AndyMc629 Apr 11, 2023
c3e8f7d
lots of work on the previous examples that didn't quite work
AndyMc629 Apr 11, 2023
56b6c4c
serve functionality
AndyMc629 Apr 11, 2023
9ae6853
improved training functionality to include metrics
AndyMc629 Apr 13, 2023
6420160
Merge pull request #7 from PacktPublishing/feature/chapter-7-forecast
AndyMc629 Apr 15, 2023
ae52c45
Merge pull request #8 from PacktPublishing/feature/llms
AndyMc629 Apr 15, 2023
a174a7b
Merge pull request #9 from PacktPublishing/feature/actions
AndyMc629 Apr 15, 2023
afc9da6
test forecast inf
AndyMc629 Apr 15, 2023
f156323
Bump protobuf from 3.20.1 to 3.20.2 in /Chapter06/mlewp2-ray
dependabot[bot] Apr 15, 2023
7783364
removed broken ray example
AndyMc629 Apr 15, 2023
d78d235
updating app example
AndyMc629 Apr 16, 2023
2caeabe
Merge pull request #10 from PacktPublishing/feature/actions
AndyMc629 Apr 16, 2023
55480ba
Merge pull request #11 from PacktPublishing/feature/chapter-7-forecast
AndyMc629 Apr 16, 2023
41e7366
Merge pull request #6 from PacktPublishing/dependabot/pip/Chapter06/m…
AndyMc629 Apr 16, 2023
3f61e14
updated forecast inference test for putting into app
AndyMc629 Apr 17, 2023
669da18
serving app now has cache and prophet installed in environment
AndyMc629 Apr 17, 2023
6f68e3e
including fastapi-cache2 caching layer, if I hit handlers func twice …
AndyMc629 Apr 17, 2023
63e816c
apps
AndyMc629 Apr 18, 2023
f709cde
app.py seems to finally work
AndyMc629 Apr 18, 2023
7d90619
app.py seems to finally work woop woop
AndyMc629 Apr 18, 2023
71b2e30
final app.py tidy, sent away chapter 7
AndyMc629 Apr 19, 2023
4b81c68
mlewp ch2 yml
AndyMc629 Apr 30, 2023
36da6fb
app.py
AndyMc629 Apr 30, 2023
561f3d6
Merge pull request #14 from PacktPublishing/feature/chapter-7-forecast
AndyMc629 Apr 30, 2023
737519f
ch3 yml
AndyMc629 Apr 30, 2023
1c03931
ch3 evidently@
AndyMc629 May 1, 2023
bfbcb13
data drift
AndyMc629 May 4, 2023
ff205fd
getting ch4 examples working on macbook
AndyMc629 May 5, 2023
a45f770
chapter 4 updates
AndyMc629 May 7, 2023
89f79b1
chapter 9 updates, transfer learning
AndyMc629 May 14, 2023
5a6846c
ch9 notebooks
AndyMc629 May 15, 2023
6677546
working notebook for transfer learning
AndyMc629 May 16, 2023
2d6d7ec
ch9 final chapter examples
AndyMc629 May 16, 2023
98a59df
chapter 8, really 9 (confusing) example for Airflow, getting there ju…
AndyMc629 May 22, 2023
5924ee6
chapter 8 examples environment management files
AndyMc629 May 22, 2023
f94f2cc
chapter 8, really 9 (confusing): utils for the airflow ETML example
AndyMc629 May 22, 2023
83e1e99
chapter 8 more fleshed out the example
AndyMc629 May 23, 2023
16e40d9
just need to text ch8 etml example
AndyMc629 May 23, 2023
faadaf1
cha8 tests etc
AndyMc629 May 24, 2023
3edafff
cha8 tests etc
AndyMc629 May 24, 2023
c177bf6
ch8 basically working
AndyMc629 May 24, 2023
37e71d8
microserverices ch6 updates
AndyMc629 Jul 2, 2023
2e65a92
microserverices ch6 updates
AndyMc629 Jul 2, 2023
61c8740
microserverices ch6 updates
AndyMc629 Jul 2, 2023
de3fa27
ch6 spark updates
AndyMc629 Jul 2, 2023
616db35
ch6 ray updates
AndyMc629 Jul 2, 2023
b616942
ch5 web service
AndyMc629 Jul 2, 2023
ba76f1c
ch5 web service sh scripts
AndyMc629 Jul 4, 2023
005c4f1
microservices ch5
AndyMc629 Jul 6, 2023
fb452df
dags for mwaa example
AndyMc629 Jul 6, 2023
9a578a7
policy etc for mwaa
AndyMc629 Jul 7, 2023
7bafbe5
policy etc for mwaa
AndyMc629 Jul 7, 2023
9923724
chapter 1 yml without builds
AndyMc629 Jul 20, 2023
7ba5c0d
updating yml to not have binaries@
AndyMc629 Jul 24, 2023
3f30cb6
final forecasting example tweaks
AndyMc629 Jul 24, 2023
f2c81f6
requirements ch1
AndyMc629 Jul 24, 2023
2427702
Merge branch 'main' of https://github.com/PacktPublishing/Machine-Lea…
AndyMc629 Jul 24, 2023
d3579bb
rename folders
AndyMc629 Jul 24, 2023
e62077b
rename folders etc
AndyMc629 Jul 24, 2023
c5ca8b7
Merge pull request #59 from PacktPublishing/rename-folders
AndyMc629 Jul 24, 2023
5cee40f
move chapter 6 DL work to chapter 7 in line with rewrite
AndyMc629 Jul 24, 2023
4865ecc
Basic CI run with dummy test
AndyMc629 Aug 17, 2023
72af61a
model config - thought I fixed this before but couldn't find the commit
AndyMc629 Aug 18, 2023
0618b5a
readme for outliers
AndyMc629 Aug 18, 2023
c8c044e
chapter 4 ymls in main
AndyMc629 Aug 18, 2023
a07ef1b
yml
AndyMc629 Aug 18, 2023
e9351cb
stashes before branch change
AndyMc629 Aug 18, 2023
4ec4820
stashes
AndyMc629 Aug 18, 2023
8730dee
ch4 edits
AndyMc629 Aug 20, 2023
4c2b569
transfer learning notebook stash
AndyMc629 Aug 21, 2023
27be96c
stashing
AndyMc629 Aug 24, 2023
dfa4403
Merge branch 'dev-prefinal' into feature/chapter-4-edits
AndyMc629 Aug 24, 2023
95df710
Merge pull request #60 from PacktPublishing/feature/chapter-4-edits
AndyMc629 Aug 24, 2023
0bdabfe
ch7 yml
AndyMc629 Aug 24, 2023
553e91c
Merge remote-tracking branch 'origin/dev-prefinal' into dev-prefinal
AndyMc629 Aug 24, 2023
bae952a
to be commited after merge from remote
AndyMc629 Aug 24, 2023
e590caf
classify from chapter 1, basic formatting change I think
AndyMc629 Aug 24, 2023
3361845
cluster config scripts tidied up
AndyMc629 Aug 24, 2023
67890af
cluster config scripts tidied up
AndyMc629 Aug 24, 2023
f18de83
added lab notes from scrambling readme where I tried diff kuberentes …
AndyMc629 Aug 24, 2023
95fc57a
updating chapter 8, discovered outdataed RDF syntax
AndyMc629 Aug 24, 2023
3a55471
train_forecasts_basic.py was udpated
AndyMc629 Aug 24, 2023
bfb7f4b
Update train_forecasters_ray.py
AndyMc629 Aug 24, 2023
cc3693b
train_forecasts_ray.py was udpated
AndyMc629 Aug 25, 2023
4b18a58
train_forecasts_ray.py - trying to perform timings, ray is going slow…
AndyMc629 Aug 26, 2023
5d8bca1
requirements and ymls for chapter 8
AndyMc629 Aug 27, 2023
ee14212
chapter 1 tidy up - clsutering example.py
AndyMc629 Aug 27, 2023
a851bd5
chapter 2 rejig, including 1st edition scripts
AndyMc629 Aug 27, 2023
7b55e31
chapter 2 move plot outlier detection wine.py
AndyMc629 Aug 27, 2023
f0db5fc
Chapter08 ray train with timings
AndyMc629 Aug 27, 2023
658d810
Chapter03 data drift
AndyMc629 Aug 27, 2023
44ec899
Chapter03 pipeline examples including edition 1 scripts
AndyMc629 Aug 27, 2023
fe44de8
Chapter03 pipeline examples skleark-pipelines.ipynb
AndyMc629 Aug 27, 2023
351c0a4
Chapter03 features
AndyMc629 Aug 27, 2023
a29503b
Chapter03 automl
AndyMc629 Aug 27, 2023
3a5777e
Chapter03 mlflow-advanced
AndyMc629 Aug 27, 2023
ed070c7
Chapter03 hyperparameter-opt
AndyMc629 Aug 27, 2023
d9236fc
chapter03 requirements and yml
AndyMc629 Aug 27, 2023
6878530
chapter05 more airflow from 1st edition, probz not necessary
AndyMc629 Aug 27, 2023
e69f6cf
Chapter05 ymls and requirements.txt
AndyMc629 Aug 27, 2023
b90f3d6
Chapter06 ymls and requirements
AndyMc629 Aug 27, 2023
5de7d4f
chapter07 ymls and requirements
AndyMc629 Aug 27, 2023
c080337
chapter09 ymls and requirements
AndyMc629 Aug 27, 2023
be0fad1
chapter02 ymls and requriements
AndyMc629 Aug 27, 2023
543e36b
moving things around in chapter 2 to stop test error
AndyMc629 Aug 27, 2023
9fa3ac5
moving things around in chapter 2 to stop test error
AndyMc629 Aug 27, 2023
f82f705
pytest mark ignore reason for test_taxi_cluster_basic.py
AndyMc629 Aug 27, 2023
3afe6e4
Merge pull request #61 from PacktPublishing/dev-prefinal
AndyMc629 Aug 27, 2023
5770623
Update README.md
AndyMc629 Aug 27, 2023
bf3c866
Merge pull request #62 from PacktPublishing/AndyMc629-patch-1
AndyMc629 Aug 27, 2023
fc94f5c
Update README.md
packtanjitha Aug 30, 2023
c0394f7
Update README.md
packtanjitha Aug 30, 2023
38f9bbb
Update README.md
packtanjitha Aug 30, 2023
cafdd57
Update README.md
packtanjitha Aug 30, 2023
e6f8981
Update README.md
packtanjitha Aug 30, 2023
63931a6
Update README.md
packtanjitha Aug 30, 2023
a33bd2b
Update README.md
packtanjitha Aug 30, 2023
9cb2d71
Update README.md
packtanjitha Aug 30, 2023
5b9d8c8
Update README.md
packtanjitha Aug 30, 2023
56b496b
Update README.md
packtanjitha Aug 30, 2023
3e5e71b
Update README.md
packtanjitha Aug 30, 2023
ce2e061
Update README.md
packtanjitha Aug 30, 2023
3b15e32
Update README.md
packtanjitha Aug 30, 2023
6a64a39
Update README.md
packtanjitha Aug 30, 2023
570d388
Update README.md
packtanjitha Aug 30, 2023
03b1d1e
Update README.md
packtanjitha Aug 30, 2023
ffd0d03
Update README.md
packtanjitha Aug 31, 2023
6c358fc
Update README.md
packtanjitha Aug 31, 2023
e7f448a
fixing some small lack of dependencies and name and parenthesis errors
haytamdon Oct 11, 2023
0662150
Merge pull request #64 from haytamdon/small_name_and_dependencies_fixes
AndyMc629 Oct 16, 2023
f75e3ac
changes in dev prefinal needing stashed
AndyMc629 Dec 22, 2023
662e5c3
Merge pull request #66 from PacktPublishing/dev-prefinal
AndyMc629 Dec 22, 2023
0a5ae33
added name to ed2-alibi-detect.yaml
AndyMc629 Dec 22, 2023
64612af
fixing alibi examples
AndyMc629 Dec 22, 2023
a80499b
Update README.md
packtanjitha Dec 26, 2023
6b3c915
Merge pull request #67 from PacktPublishing/anj03itha-patch-2
packtanjitha Dec 26, 2023
2ad92c9
Update README.md
packtanjitha Jan 30, 2024
193a9b5
Update README.md
packtanjitha Jan 30, 2024
e2cfdec
Update README.md
packtanjitha Jan 30, 2024
0f90810
Update README.md
packtanjitha Jan 30, 2024
009be7d
Merge pull request #74 from PacktPublishing/65-infinite-loop-in-exerc…
AndyMc629 Jul 7, 2024
4c225d7
Changes in Chaper 3 fix that don't seem in main.
AndyMc629 Jul 7, 2024
a8a2e87
Merge pull request #75 from PacktPublishing/65-infinite-loop-in-exerc…
AndyMc629 Jul 7, 2024
ed29ca2
Gitignore to ignore ds_store.
AndyMc629 Jul 7, 2024
7756c17
Merge pull request #76 from PacktPublishing/65-infinite-loop-in-exerc…
AndyMc629 Jul 7, 2024
4591657
Gitignore.
AndyMc629 Jul 7, 2024
eb5bd8e
tried remove httpstan constraint
AndyMc629 Jul 7, 2024
d512ae6
tried remove httpstan constraint in requirements.txt too
AndyMc629 Jul 7, 2024
3ce8dcf
minimal conda environment yml working for classify_example.py. The re…
AndyMc629 Jul 7, 2024
d3c7ebf
Got environment working for classify example,
AndyMc629 Jul 7, 2024
1734b10
minimal conda environment yml working for classify_example.py and clu…
AndyMc629 Jul 7, 2024
0b69945
requirements example for classify and clustering examples to work, pr…
AndyMc629 Jul 7, 2024
844eca1
Debugging ax fill between.
AndyMc629 Jul 7, 2024
d2af7fa
forecasting_example.py now working.
AndyMc629 Jul 7, 2024
3ecabe2
Forecasting example working after some plotting bugs
AndyMc629 Jul 7, 2024
0b0f0be
Env file with no builds.
AndyMc629 Jul 7, 2024
1275c4e
Hotfix yml that works.
AndyMc629 Jul 7, 2024
c01ea5e
renaming hotfix yml to main yml
AndyMc629 Jul 7, 2024
c16ac06
requirements.txt using latest pip installs, don't think this is needed.
AndyMc629 Jul 7, 2024
2aca048
Yml for environment that works now (I think!)
AndyMc629 Jul 7, 2024
6fbb746
Merge pull request #77 from PacktPublishing/hotfix/environments-chapter1
AndyMc629 Jul 7, 2024
cbcc4a8
yml env correct one is mlewp-chapter01.yml but it had wrong env name …
AndyMc629 Jul 29, 2024
9ce0ee7
Merge pull request #78 from PacktPublishing/hotfix/environments-chapter1
AndyMc629 Jul 29, 2024
89e70db
Gitignore.
AndyMc629 Feb 5, 2025
6b1c95c
Merge pull request #82 from PacktPublishing/hotfix/environments-chapter1
AndyMc629 Feb 5, 2025
0ad7c51
added chapter 5 stuff
AndyMc629 Feb 5, 2025
c11a9d0
Created a hotfix yaml that covers most chapter 3 examples except auto…
AndyMc629 Feb 5, 2025
c536d89
This ch3 env builds and works for all the cases tested now.
AndyMc629 Feb 7, 2025
09ebf02
Fixing the env yaml definition.
AndyMc629 Feb 7, 2025
6e60c8a
Now have the autosklearn example work.
AndyMc629 Feb 7, 2025
8c8ab83
Readme updates.
AndyMc629 Feb 7, 2025
1d9c346
Merge pull request #83 from PacktPublishing/80-create-conda-env-for-c…
AndyMc629 Feb 7, 2025
6e43416
updated to run the evidently notebook examples, weren't working in dr…
AndyMc629 Feb 10, 2025
3854694
Merge pull request #84 from PacktPublishing/oxford-genai-2025
AndyMc629 Feb 11, 2025
2a511a7
j'ai mis a jour le fichier .yml du chapitre01
mory2154 Mar 24, 2025
58defe3
Basic CI run with dummy test
namory-fofana Apr 12, 2025
ed73299
Update GitHub Actions workflow
namory-fofana Apr 12, 2025
2a67ac5
Trigger CI run
namory-fofana Apr 13, 2025
9449024
Fix workflow trigger: replace -branch with main
namory-fofana Apr 13, 2025
2e22036
Test GitHub Actions trigger
namory-fofana Apr 13, 2025
8ce895e
Add feature/actions changes
mory2154 Aug 1, 2025
5c83aa4
Merge branch 'feature/actions' of https://github.com/mory2154/Machine…
mory2154 Aug 1, 2025
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32 changes: 19 additions & 13 deletions .github/workflows/github-actions-basic.yml
Original file line number Diff line number Diff line change
@@ -1,37 +1,43 @@
name: Python package

on: [push]
on:
push:
branches: [feature/actions] # ← Ajouté pour tester aussi sur ta branche actuelle
pull_request:
branches: [main]
workflow_dispatch: # ← Ajouté pour permettre un déclenchement manuel

jobs:
build:

runs-on: ubuntu-latest

strategy:
fail-fast: false
matrix:
python-version: ["3.9", "3.10"]
python-version: ["3.9", "3.10", "3.11"]

steps:
- uses: actions/checkout@v3
- uses: actions/checkout@v4

- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
uses: actions/setup-python@v3
with:
python-version: ${{ matrix.python-version }}

- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install -r ./Chapter02/requirements.txt
pip install flake8 pytest
#if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
#if [ -f ./Chapter02/requirements.txt ]; then pip install -r ./Chapter02/requirements.txt; fi
python -m pip install flake8 pytest
if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
working-directory: Chapter02

- name: Lint with flake8
run: |
# stop the build if there are Python syntax errors or undefined names
flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
# exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
working-directory: Chapter02

- name: Test with pytest
run: |
pytest
working-directory: Chapter02
working-directory: Chapter02
173 changes: 173 additions & 0 deletions .gitignore
Original file line number Diff line number Diff line change
@@ -0,0 +1,173 @@
# Byte-compiled / optimized / DLL files
__pycache__/
*.py[cod]
*$py.class

# C extensions
*.so

# Distribution / packaging
.Python
build/
develop-eggs/
dist/
downloads/
eggs/
.eggs/
lib/
lib64/
parts/
sdist/
var/
wheels/
share/python-wheels/
*.egg-info/
.installed.cfg
*.egg
MANIFEST

# PyInstaller
# Usually these files are written by a python script from a template
# before PyInstaller builds the exe, so as to inject date/other infos into it.
*.manifest
*.spec

# Installer logs
pip-log.txt
pip-delete-this-directory.txt

# Unit test / coverage reports
htmlcov/
.tox/
.nox/
.coverage
.coverage.*
.cache
nosetests.xml
coverage.xml
*.cover
*.py,cover
.hypothesis/
.pytest_cache/
cover/

# Translations
*.mo
*.pot

# Django stuff:
*.log
local_settings.py
db.sqlite3
db.sqlite3-journal

# Flask stuff:
instance/
.webassets-cache

# Scrapy stuff:
.scrapy

# Sphinx documentation
docs/_build/

# PyBuilder
.pybuilder/
target/

# Jupyter Notebook
.ipynb_checkpoints

# IPython
profile_default/
ipython_config.py

# pyenv
# For a library or package, you might want to ignore these files since the code is
# intended to run in multiple environments; otherwise, check them in:
# .python-version

# pipenv
# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
# However, in case of collaboration, if having platform-specific dependencies or dependencies
# having no cross-platform support, pipenv may install dependencies that don't work, or not
# install all needed dependencies.
#Pipfile.lock

# poetry
# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
# This is especially recommended for binary packages to ensure reproducibility, and is more
# commonly ignored for libraries.
# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
#poetry.lock

# pdm
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
#pdm.lock
# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
# in version control.
# https://pdm.fming.dev/#use-with-ide
.pdm.toml

# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
__pypackages__/

# Celery stuff
celerybeat-schedule
celerybeat.pid

# SageMath parsed files
*.sage.py

# Environments
.env
.venv
env/
venv/
ENV/
env.bak/
venv.bak/

# Spyder project settings
.spyderproject
.spyproject

# Rope project settings
.ropeproject

# mkdocs documentation
/site

# mypy
.mypy_cache/
.dmypy.json
dmypy.json

# Pyre type checker
.pyre/

# pytype static type analyzer
.pytype/

# Cython debug symbols
cython_debug/

# PyCharm
# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
# and can be added to the global gitignore or merged into this file. For a more nuclear
# option (not recommended) you can uncomment the following to ignore the entire idea folder.
#.idea/

#Other - potentially vs code
*.DS_Store
*/.DS_Store


#MLFlow etc
**/artifacts/model
**/artifacts/**
**/mlruns/**
Chapter08/.DS_Store
Chapter09/.DS_Store
.idea/
3 changes: 3 additions & 0 deletions .idea/.gitignore

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15 changes: 15 additions & 0 deletions .idea/Machine-Learning-Engineering-with-Python-Second-Edition.iml

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6 changes: 6 additions & 0 deletions .idea/inspectionProfiles/profiles_settings.xml

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7 changes: 7 additions & 0 deletions .idea/misc.xml

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8 changes: 8 additions & 0 deletions .idea/modules.xml

Some generated files are not rendered by default. Learn more about how customized files appear on GitHub.

6 changes: 6 additions & 0 deletions .idea/vcs.xml

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18 changes: 18 additions & 0 deletions .vscode/launch.json
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{
// Use IntelliSense to learn about possible attributes.
// Hover to view descriptions of existing attributes.
// For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
"version": "0.2.0",
"configurations": [
{
"name": "Python: Current File",
"type": "python",
"request": "launch",
"program": "${file}",
"console": "integratedTerminal",
"justMyCode": true,
"cwd": "${fileDirname}",
"purpose":["debug-in-terminal"]
}
]
}
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