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GitHub / KAUST-Academy / jax-gpu-data-science-project
Template repository for a Jax-based (data) science project with GPU acceleration
Stars: 4
Forks: 2
Open Issues: 0
License: bsd-3-clause
Language: Shell
Repo Size: 78.1 KB
Dependencies:
47
Created: over 3 years ago
Updated: about 2 years ago
Last pushed: over 2 years ago
Last synced: over 1 year ago
Files
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Readme
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Dependencies
environment.yml
conda
- bokeh
- cudatoolkit 11.2.*
- cudatoolkit-dev 11.2.*
- cudnn 8.2.*
- cupy
- dask
- dask-labextension
- dask-ml
- datashader
- featuretools
- gfortran_linux-64
- gh
- git
- gxx_linux-64
- h5py
- holoviews
- hvplot
- imbalanced-learn
- jupyterlab
- jupyterlab-git
- jupyterlab-lsp
- jupyterlab-nvdashboard
- lightgbm
- matplotlib
- nccl
- numba
- numpy
- optuna
- pandas
- panel
- pip
- pyarrow
- python 3.8.*
- python-language-server
- pyviz_comms
- scikit-learn
- scipy
- shap
- tensorboard
- umap-learn
- wandb
- xarray
- xeus-python
- xgboost
docker/Dockerfile
docker
- ubuntu 16.04 build
requirements.txt
pypi
- jax *
- pandas-bokeh *