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The GitHub presence of pytorch showcases a wide range of repositories primarily focused on Python, C++, and Java. Notable projects include pytorch, examples, and vision, which cater to various aspects of deep learning and computer vision. This organization maintains an active public footprint that supports developers in building and training neural networks.
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Public repositories
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
vision
Datasets, Transforms and Models specific to Computer Vision
tutorials
PyTorch tutorials.
torchtitan
A PyTorch native platform for training generative AI models
ignite
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
executorch
On-device AI across mobile, embedded and edge for PyTorch
serve
Serve, optimize and scale PyTorch models in production
torchchat
Run PyTorch LLMs locally on servers, desktop and mobile
text
Models, data loaders and abstractions for language processing, powered by PyTorch
rl
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
ELF
ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
glow
Compiler for Neural Network hardware accelerators
TensorRT
PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT
audio
Data manipulation and transformation for audio signal processing, powered by PyTorch
ao
PyTorch native quantization and sparsity for training and inference
xla
Enabling PyTorch on XLA Devices (e.g. Google TPU)
FBGEMM
FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
android-demo-app
PyTorch android examples of usage in applications
QNNPACK
Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators
functorch
functorch is JAX-like composable function transforms for PyTorch.
hub
Submission to https://pytorch.org/hub/
gloo
Collective communications library with various primitives for multi-machine training.
extension-cpp
C++ extensions in PyTorch
cpuinfo
CPU INFOrmation library (x86/x86-64/ARM/ARM64, Linux/Windows/Android/macOS/iOS)
torchdynamo
A Python-level JIT compiler designed to make unmodified PyTorch programs faster.
benchmark
TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.
tensordict
TensorDict is a pytorch dedicated tensor container.
kineto
A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.
helion
A Python-embedded DSL that makes it easy to write fast, scalable ML kernels with minimal boilerplate.
translate
Translate - a PyTorch Language Library
PiPPy
Pipeline Parallelism for PyTorch
elastic
PyTorch elastic training
torcharrow
High performance model preprocessing library on PyTorch
ios-demo-app
PyTorch iOS examples
tvm
TVM integration into PyTorch
contrib
Implementations of ideas from recent papers
ort
Accelerate PyTorch models with ONNX Runtime
builder
Continuous builder and binary build scripts for pytorch
accimage
high performance image loading and augmenting routines mimicking PIL.Image interface
tensorpipe
A tensor-aware point-to-point communication primitive for machine learning
pytorch.github.io
The website for PyTorch
extension-ffi
Examples of C extensions for PyTorch
cppdocs
PyTorch C++ API Documentation
nestedtensor
[Prototype] Tools for the concurrent manipulation of variably sized Tensors.
rfcs
PyTorch RFCs (experimental)
java-demo
No description provided for this repository.
torchdistx
Torch Distributed Experimental
extension-script
Example repository for custom C++/CUDA operators for TorchScript
test-infra
This repository hosts code that supports the testing infrastructure for the PyTorch organization. For example, this repo hosts the logic to track disabled tests and slow tests, as well as our continuation integration jobs HUD/dashboard.
pytorch_sphinx_theme
PyTorch Sphinx Theme
expecttest
No description provided for this repository.
maskedtensor
MaskedTensors for PyTorch
pytorch-integration-testing
Testing downstream libraries using pytorch release candidates
ci-infra
No description provided for this repository.
devlogs
Developer blog for PyTorch
add-annotations-github-action
A GitHub action to run clang-tidy and annotate failures
ci-hud
HUD for CI activity on `pytorch/pytorch`, provides a top level view for jobs to easily discern regressions
probot
PyTorch GitHub bot written in probot
docs
This repository is automatically generated to contain the website source for the PyTorch documentation at https//pytorch.org/docs.
ossci-job-dsl
Jenkins job definitions for OSSCI
pytorch-ci-dockerfiles
Scripts for generating docker images for PyTorch CI
annex
Curated distribution of PyTorch-compatible Python sub-libraries (the PyTorch annex)
caffe2.github.io
The caffe2 website.
torchhub_testing
Repo to test torchhub. Nothing to see here.
crcr-test
Test for Cross-Repository CI Relay for PyTorch Out-of-Tree Backend
labeler-github-action
GitHub action for labeling issues and pull requests based on conditions
dr-ci
Diagnose and remediate CI jobs
alerting-infra
Alerting system for the pytorch org
sccache
sccache is ccache with cloud storage
Frequently asked questions
What does pytorch build on GitHub?
pytorch builds a variety of repositories on GitHub, including core libraries like pytorch and specialized projects like ignite and serve. These repositories focus on neural network training, computer vision, and AI model deployment.
Which programming languages does pytorch use?
pytorch primarily uses Python, along with C++, HTML, TypeScript, C, and Jupyter Notebook. This diverse language use supports its extensive projects and enhances interoperability in AI development.
Are pytorch's repositories public?
Yes, all of pytorch's repositories are public on GitHub. This allows developers and researchers to access, contribute to, and utilize the vast array of tools and libraries available for deep learning and AI.
Is this exposure intended?
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