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pytorch/pytorch

PyTorch is a Python library for tensor computation and deep learning with GPU acceleration.

98.0K
Active
Python
Inference
ML Ops
Python
#pytorch#deep-learning#gpu

karpathy/micrograd

A tiny autograd engine and neural net library with a PyTorch-like API

14.9K
Archived
Jupyter Notebook
PyTorch
#autograd#neural networks#pytorch

chenyuntc/pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

12.8K
Archived
Jupyter Notebook
Frameworks
PyTorch
#deep-learning#neural-networks#computer-vision

HIPS/autograd

Efficiently computes derivatives of NumPy code, a useful tool for AI/ML developers.

7.5K
Active
Python
ML Ops
CLI Tools
Python
#machine-learning#numerical-optimization#scientific-computing

flashlight/flashlight

A C++ standalone library for machine learning and autograd

5.4K
Active
C++
LLM Frameworks
C++
#machine-learning#autograd#c++

MegEngine/MegEngine

MegEngine is a fast, scalable, and easy-to-use deep learning framework that supports auto-differentiation.

4.8K
Archived
C++
LLM Frameworks
API Frameworks
Python
#deep-learning#autograd#gpu

BoltzmannEntropy/interviews.ai

This repository provides interview preparation resources for AI and machine learning developers.

4.8K
Stable
Interview Preparation
Tutorials & Courses
PyTorch
#machine-learning#deep-learning#data-science

deepjavalibrary/djl

An engine-agnostic deep learning framework in Java that supports popular AI/ML runtimes like TensorFlow, PyTorch, and ONNX.

4.8K
Active
Java
LLM Frameworks
API Frameworks
Java
#deep-learning#machine-learning#tensorflow

pyro-ppl/numpyro

A probabilistic programming library powered by NumPy and JAX for Bayesian inference and MCMC sampling.

2.6K
Active
Python
Inference
Caching
NumPy
#bayesian-inference#hmc#jax

chelsea0x3b/dfdx

Deep learning library for Rust with shape-checked tensors and neural networks

1.9K
Archived
Rust
LLM Frameworks
Rust
#deep-learning#neural-networks#autodiff

mratsim/Arraymancer

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices.

1.4K
Active
Nim
ML Ops
API Frameworks
#tensor#linear-algebra#machine-learning

owlbarn/owl

A GitHub repository for Owl, a OCaml Scientific Computing framework

1.3K
Stable
OCaml
OCaml
#scientific-computing#numerical-calculations#optimization

rusty1s/pytorch_sparse

An optimized PyTorch extension for efficient sparse matrix operations with autograd support.

1.1K
Stable
Python
ML Ops
API Frameworks
PyTorch
#autograd#sparse-matrices#optimization

mattjj/autodidact

A pedagogical implementation of Autograd, a library for automatic differentiation in Python.

1.0K
Archived
Jupyter Notebook
LLM Frameworks
API Frameworks
Python
#automatic-differentiation#machine-learning#scientific-computing

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