greydanus

greydanus's Stars

• CompVis/stable-diffusion

  A latent text-to-image diffusion model

  Language:Jupyter Notebook66k5556969.9k

• karpathy/nanoGPT

  The simplest, fastest repository for training/finetuning medium-sized GPTs.

  Language:Python32.7k3472945k

• google/jax

  Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

  Language:Python28.4k3245.2k2.6k

• tinygrad/tinygrad

  You like pytorch? You like micrograd? You love tinygrad! ❤️

  Language:Python24.5k2656192.7k

• karpathy/llm.c

  LLM training in simple, raw C/CUDA

  Language:Cuda20.2k2001082.1k

• lucidrains/vit-pytorch

  Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

  Language:Python18.4k1452562.8k

• HIPS/autograd

  Efficiently computes derivatives of numpy code.

  Language:Python6.8k218394899

• google/flax

  Flax is a neural network library for JAX that is designed for flexibility.

  Language:Python5.6k84836596

• NVIDIA/DALI

  A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

  Language:C++4.9k941.6k606

• geohot/minikeyvalue

  A distributed key value store in under 1000 lines. Used in production at comma.ai

  Language:Go2.9k6512249

• google/neural-tangents

  Fast and Easy Infinite Neural Networks in Python

  Language:Jupyter Notebook2.2k64152227

• karpathy/makemore

  An autoregressive character-level language model for making more things

  Language:Python2.2k348561

• google/TensorNetwork

  A library for easy and efficient manipulation of tensor networks.

  Language:Python1.8k67353351

• jwkvam/celluloid

  :movie_camera: Matplotlib animations made easy

  Language:Python1.1k122244

• jax-md/jax-md

  Differentiable, Hardware Accelerated, Molecular Dynamics

  Language:Jupyter Notebook1.1k47145177

• rusty1s/pytorch_sparse

  PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

  Language:Python96516271144

• google/evojax

  Language:Jupyter Notebook794232871

• google-deepmind/dsprites-dataset

  Dataset to assess the disentanglement properties of unsupervised learning methods

  Language:Jupyter Notebook46916670

• MilesCranmer/lagrangian_nns

  Lagrangian Neural Networks

  Language:Python40721480

• vbuterin/blogmaker

  The self-made software package I used to make my blog. Feel free to use it!

  Language:CSS1708336

• google-deepmind/spectral_inference_networks

  Implementation of Spectral Inference Networks, ICLR 2019

  Language:Python16814329

• greydanus/mnist1d

  A 1D analogue of the MNIST dataset for measuring spatial biases and answering Science of Deep Learning questions.

  Language:Jupyter Notebook1515628

• google-research/neural-structural-optimization

  Neural reparameterization improves structural optimization

  Language:Jupyter Notebook11713224

• PWhiddy/Growing-Neural-Cellular-Automata-Pytorch

  Extended experiments of "Growing Neural Cellular Automata" https://distill.pub/2020/growing-ca/

  Language:Jupyter Notebook885814

• koulanurag/mmn

  Moore Machine Networks (MMN): Learning Finite-State Representations of Recurrent Policy Networks

  Language:Python465312

• lzhengchun/deep-image-prior-tensorflow

  an implementation of Deep Image Prior using tensorflow

  Language:Python288

• greydanus/ncf

  Nature's Cost Function (NCF). Finding paths of least action with gradient descent.

  Language:Jupyter Notebook18403

• zwimpee/CXResnet

  Chest X-Ray Image classification using PyTorch.

  Language:Python8101

• distillpub/post--td-paths

  The Paths Perspective on Value Learning

  Language:JavaScript77145

• yosinski/unstable-diffusion

  Language:Python6300