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Author:
Jose Marie Antonio Minoza, Rex Gregor Laylo, Christian Villarin, Sebastian Ibanez
License:
MIT
Summary:
Machine Learning Environmental Impact Analysis Framework supporting HuggingFace, scikit-learn, and PyTorch
Latest version:
1.1.2
Required dependencies:
click
|
codecarbon
|
joblib
|
numpy
|
pandas
|
psutil
|
pyyaml
|
scikit-learn
|
tqdm
|
typing-extensions
Optional dependencies:
accelerate
|
black
|
datasets
|
diffusers
|
evaluate
|
flake8
|
hydra-core
|
imbalanced-learn
|
ipykernel
|
ipywidgets
|
isort
|
jiwer
|
joblib
|
jupyter
|
librosa
|
matplotlib
|
memory-profiler
|
mypy
|
myst-parser
|
nbsphinx
|
notebook
|
nvidia-ml-py3
|
omegaconf
|
opencv-python
|
openpyxl
|
pillow
|
plotly
|
pre-commit
|
pynvml
|
pytest
|
pytest-asyncio
|
pytest-cov
|
pytorch-lightning
|
requests
|
rich
|
sacrebleu
|
scikit-learn
|
scipy
|
seaborn
|
sentence-transformers
|
soundfile
|
sphinx
|
sphinx-autodoc-typehints
|
sphinx-rtd-theme
|
torch
|
torchaudio
|
torchmetrics
|
torchvision
|
transformers
|
wandb
|
xlrd
|
yellowbrick
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