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PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

Python 5,330 756 Updated Jun 11, 2026

[ICML 2026] U-Cast: A Surprisingly Simple and Efficient Frontier Probabilistic AI Weather Forecaster

Python 38 3 Updated Jun 5, 2026

Academic Research Skills for Claude Code: research → write → review → revise → finalize

Python 41,467 3,298 Updated Aug 9, 2026

Resume builder for academics and engineers

Python 17,303 1,304 Updated May 1, 2026

Research Software for Neural Weather Prediction for Limited Area Modeling

Python 283 275 Updated Aug 2, 2026

Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

Python 1,985 210 Updated Mar 16, 2024
Python 4 1 Updated Apr 9, 2025

Lightning-UQ-Box: Uncertainty Quantification for Neural Networks with PyTorch and Lightning

Python 228 24 Updated Apr 14, 2026

Lightweight library for probabilistic forecast evaluation and optimization.

Python 97 10 Updated Jul 25, 2026

🤖 Machine Learning Summer School Guide

HTML 3,030 323 Updated Aug 4, 2026
Jupyter Notebook 3 1 Updated Sep 19, 2024
25 Updated Aug 21, 2025

Learning in infinite dimension with neural operators.

Python 3,800 911 Updated Aug 6, 2026

PDEBench: An Extensive Benchmark for Scientific Machine Learning

Python 1,185 155 Updated Mar 30, 2026

Speech Classification using Continuous Attention Mechanisms

Python 3 1 Updated Jul 22, 2022

Code for Kernel Multimodal Continuous Attention

Jupyter Notebook 3 1 Updated Apr 4, 2025

Awesome resources on normalizing flows.

Python 1,638 130 Updated Jul 31, 2026

A survey and paper list of current Diffusion Model for Time Series and SpatioTemporal Data with awesome resources (paper, application, review, survey, etc.).

1,006 74 Updated Feb 5, 2026

A beautiful, simple, clean, and responsive Jekyll theme for academics

HTML 15,986 13,093 Updated Aug 9, 2026

A comprehesive survey about foundation models for weather and cliamte data understanding.

294 37 Updated Feb 3, 2025

Latex code for making neural networks diagrams

TeX 24,937 3,059 Updated Aug 21, 2023