numpy==1.24.4
# scipy==1.15.2
pandas==2.2.3
scikit-learn==1.5.1
xarray==2023.12.0
# dask==2024.9.1

# Deep learning frameworks
tensorflow==2.13.0
torch==2.0.1
torchvision==0.15.2
torchaudio==2.0.2
pytorch-lightning==2.0.4
keras==2.13.1
jax==0.4.29
jaxlib==0.4.30
flax==0.7.5

# Data visualization
matplotlib==3.9.2
seaborn==0.13.2
plotly==5.15.0  # Recommended addition

# Bioinformatics/single-cell analysis
scanpy==1.10.3
anndata==0.8.0
scvi-tools==1.0.4
umap-learn==0.5.4

# Image processing
pillow==10.0.0
opencv-python==4.8.0.76  # Recommended addition

# Natural language processing
spacy==3.6.1
nltk==3.8.1  # Recommended addition

 # Essential utilities
jupyterlab==4.0.9
ipython==8.14.0
tqdm==4.64.1
pyyaml==6.0.1
requests==2.31.0
h5py==3.13.0
pyarrow==13.0.0
fsspec==2023.6.0

django