|
# General libraries |
|
numpy==1.24.0 |
|
pandas==2.1.0 |
|
scipy==1.11.0 |
|
matplotlib==3.8.0 |
|
seaborn==0.12.2 |
|
scikit-learn==1.2.0 |
|
statsmodels==0.14.0 |
|
|
|
# Deep learning libraries |
|
tensorflow==2.13.0 |
|
torch==2.1.0 |
|
transformers==4.32.0 |
|
datasets==2.11.0 |
|
huggingface_hub==0.25.2 |
|
pytorch-lightning==2.0.0 |
|
optuna==3.1.0 |
|
|
|
# ML/AI libraries |
|
xgboost==1.8.2 |
|
lightgbm==4.0.0 |
|
catboost==1.2 |
|
mlflow==2.7.1 |
|
fastai==2.7.13 |
|
|
|
# Other useful tools |
|
jupyterlab==4.0.0 |
|
notebook==7.0.0 |
|
gradio==5.9.1 |
|
streamlit==1.19.0 |
|
pycaret==2.3.8 |
|
joblib==1.3.1 |
|
|
|
# NLP and Text-related tools |
|
nltk==3.8.1 |
|
spacy==3.7.0 |
|
textblob==0.17.1 |
|
bert-serving-client==1.10.0 |
|
sentence-transformers==2.2.2 |
|
|
|
# Visualization libraries |
|
plotly==5.15.0 |
|
bokeh==3.0.2 |
|
dash==2.15.0 |
|
|
|
# Kaggle API |
|
kaggle==1.5.13 |
|
|