Add requirements.txt for reproducibility (fixes #45)#177
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abhiram123467 wants to merge 4 commits intoML4SCI:mainfrom
Open
Add requirements.txt for reproducibility (fixes #45)#177abhiram123467 wants to merge 4 commits intoML4SCI:mainfrom
abhiram123467 wants to merge 4 commits intoML4SCI:mainfrom
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Added a robust loader for DeepLense .npy files that supports multiple formats and includes a PyTorch Dataset class for easy data handling.
Implements Neural ODE + MLP baseline for SIR epidemic prediction. Physics-informed loss with symbolic regression analysis. Submitted as part of HumanAI GSoC 2026 application.
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Fixes #45
What this PR does
Adds a requirements.txt file with all dependencies
needed to run DeepLense notebooks.
Why it's needed
New contributors currently have no easy way to set up
the environment. This file enables:
Tested on
✅ Google Colab with T4 GPU
✅ Python 3.10
Dependencies added
torch, torchvision, numpy, scipy, matplotlib,
scikit-learn, einops, gdown, Pillow, tqdm, jupyter