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GitHub / KAUST-Academy / pytorch-gpu-data-science-project
Template repository for a Python 3-based (data) science project with GPU acceleration using the PyTorch ecosystem.
Stars: 20
Forks: 10
Open Issues: 2
License: bsd-3-clause
Language: Python
Repo Size: 186 KB
Dependencies:
38
Created: over 4 years ago
Updated: 7 months ago
Last pushed: over 2 years ago
Last synced: 2 days ago
Topics: data-science, deep-learning, gpu, gpu-acceleration, python-3, pytorch, scientific-computing, scientific-research, scientific-workflows, template-project
Files
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Readme
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Dependencies
environment.yml
conda
- bokeh
- captum
- cudatoolkit 11.1.*
- datashader
- gh
- git
- holoviews
- hvplot
- ipywidgets
- jupyterlab
- jupyterlab-git
- jupyterlab-lsp
- jupyterlab-nvdashboard
- matplotlib
- numba
- numpy
- optuna
- pandas
- panel
- pip
- pyarrow
- python 3.9.*
- python-language-server
- pytorch 1.9.*
- pytorch-lightning
- pyviz_comms
- scikit-learn
- scipy
- tensorboard
- torchaudio
- torchmetrics
- torchtext
- torchvision
- wandb
- xeus-python
requirements.txt
pypi