Mihai's starred repositories
kubernetes-the-hard-way
Bootstrap Kubernetes the hard way. No scripts.
pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
pytorch_geometric
Graph Neural Network Library for PyTorch
scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
techniques
Techniques for deep learning with satellite & aerial imagery
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
consistency_models
Official repo for consistency models.
GPU-Puzzles
Solve puzzles. Learn CUDA.
lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
awesome-implicit-representations
A curated list of resources on implicit neural representations.
lovely-tensors
Tensors, for human consumption
DiffusionFastForward
DiffusionFastForward: a free course and experimental framework for diffusion-based generative models
predicting-poverty
Combining satellite imagery and machine learning to predict poverty
torch-harmonics
Differentiable signal processing on the sphere for PyTorch
attention-gym
Helpful tools and examples for working with flex-attention
skillful_nowcasting
Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
graph_weather
PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)
predicting-poverty-replication
A Python3 and PyTorch replication of Jean et al. (2016). Original paper Github: https://github.com/nealjean/predicting-poverty
ensemble_transformer
Official PyTorch implementation of "Self-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth System Models".