FerranAlet

FerranAlet's Stars

• patrick-kidger/diffrax

  Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

  Language:Python1.4k124

• chrisgrimm/muzero

  Language:Python101

• google-deepmind/clrs

  Language:Jupyter Notebook43880

• hushon/JAX-ResNet-CIFAR10

  Simple CIFAR10 ResNet example with JAX.

  Language:Python192

• synercys/annotated_latex_equations

  Examples of how to create colorful, annotated equations in Latex using Tikz.

  Language:TeX3.7k216

• KarelPeeters/kZero

  A from-scratch general AlphaZero implementation for board games

  Language:Rust273

• bhansconnect/fast-alphazero-general

  A clean implementation based on Expert Iterations for any game, inspired by alpha-zero-general

  Language:Python408

• YeWR/EfficientZero

  Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.

  Language:Python864136

• dylandoblar/noether-networks

  Meta-learning inductive biases in the form of useful conserved quantities.

  Language:Python375

• google-research/sam

  Language:Python55471

• naganandy/graph-based-deep-learning-literature

  links to conference publications in graph-based deep learning

  Language:Jupyter Notebook4.7k773

• javierlcontreras/ProgRES

  Language:Python61

• google-deepmind/alphafold

  Open source code for AlphaFold.

  Language:Python12.3k2.2k

• google/jaxopt

  Hardware accelerated, batchable and differentiable optimizers in JAX.

  Language:Python92164

• openai/CLIP

  CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

  Language:Jupyter Notebook24.9k3.2k

• jax-ml/jax

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

  Language:Python30.1k2.8k

• mchalupa/dg

  [LLVM Static Slicer] Various program analyses, construction of dependence graphs and program slicing of LLVM bitcode.

  Language:C++481135

• liuml07/giri

  Dynamic Program Slicing in LLVM Compiler

  Language:C++13333

• kth-competitive-programming/kactl

  KTH Algorithm Competition Template Library (... eller KTHs AC-tillverkande lapp)

  Language:C++2.7k703

• suragnair/alpha-zero-general

  A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

  Language:Jupyter Notebook3.8k1k

• google-deepmind/dm-haiku

  JAX-based neural network library

  Language:Python2.9k233

• google-deepmind/dm_alchemy

  DeepMind Alchemy task environment: a meta-reinforcement learning benchmark

  Language:Python19721

• facebookresearch/higher

  higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

  Language:Python1.6k123

• OrthoDex/PCGrad-PyTorch

  PyTorch implementation for "Gradient Surgery for Multi-Task Learning" https://arxiv.org/abs/2001.06782

  Language:Python11

• rfeinman/GNS-Modeling

  Generative Neuro-Symbolic (GNS) Modeling (Feinman & Lake, 2021)

  Language:Python2610

• harvardnlp/compound-pcfg

  Language:Python12637

• flennerhag/warpgrad

  Meta-Learning with Warped Gradient Descent

  Language:Python9218

• RuntianZ/macer

  MACER: MAximizing CErtified Radius (ICLR 2020)

  Language:Python277

• MishaLaskin/curl

  CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

  Language:Python57087

• locuslab/smoothing

  Provable adversarial robustness at ImageNet scale

  Language:Python36175