farenga

farenga's Stars

• google/flax

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

  Language:Jupyter Notebook6.2k658

• ENSTA-U2IS-AI/torch-uncertainty

  Open-source framework for uncertainty and deep learning models in PyTorch :seedling:

  Language:Python32822

• CUQI-DTU/CUQIpy-FEniCS

  CUQIpy plug-in for FEniCS PDE modeling

  Language:Python53

• jayjay-park/Diff_MultiPhysics

  Language:HTML11

• Reference-LAPACK/lapack

  LAPACK development repository

  Language:Fortran1.6k443

• openxla/xla

  A machine learning compiler for GPUs, CPUs, and ML accelerators

  Language:C++2.8k456

• jiaweizzhao/GaLore

  GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

  Language:Python1.5k154

• williamgilpin/cphy

  Class materials for computational physics course

  Language:Jupyter Notebook146126

• dblalock/cuda_ext_example

  Simple example project that builds a PyTorch CUDA extension

  Language:Cuda21

• kth-competitive-programming/kactl

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

  Language:C++2.8k773

• NVIDIA/cutlass

  CUDA Templates for Linear Algebra Subroutines

  Language:C++5.9k1k

• hollance/neural-engine

  Everything we actually know about the Apple Neural Engine (ANE)

  2.1k78

• karpathy/nanoGPT

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

  Language:Python38.2k6.2k

• corsix/amx

  Apple AMX Instruction Set

  Language:C1k49

• aorvieto/noise_injection_overparam

  Code for "Explicit Regularization in Overparametrized Models via Noise Injection"

  Language:Python61

• google-research/tuning_playbook

  A playbook for systematically maximizing the performance of deep learning models.

  27.7k2.3k

• microsoft/torchscale

  Foundation Architecture for (M)LLMs

  Language:Python3k211

• Koopman-Laboratory/KoopmanLab

  A library for Koopman Neural Operator with Pytorch.

  Language:Python25319

• mert-kurttutan/torchview

  torchview: visualize pytorch models

  Language:Python85639

• rrwabina/SDENet-UQ-ESL

  SDENet as Uncertainty Quantification Method for EEG Source Localization

  Language:Jupyter Notebook71

• theislab/PathReg

  Sparsity-enforcing regularizer

  Language:Jupyter Notebook8

• twitter-research/graph-neural-pde

  Graph Neural PDEs

  Language:Jupyter Notebook32252

• martenlienen/torchode

  A parallel ODE solver for PyTorch

  Language:Python24017

• barkm/torch-fenics

  PyTorch-FEniCS interface

  Language:Python9922

• pdebench/PDEBench

  PDEBench: An Extensive Benchmark for Scientific Machine Learning

  Language:Python79592

• google-deepmind/educational

  Language:Jupyter Notebook1.4k190

• patrick-kidger/torchtyping

  Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.

  Language:Python1.4k34

• huggingface/accelerate

  🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

  Language:Python8.1k1k

• lucidrains/denoising-diffusion-pytorch

  Implementation of Denoising Diffusion Probabilistic Model in Pytorch

  Language:Python8.6k1.1k

• google/snappy

  A fast compressor/decompressor

  Language:C++6.2k982