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Projects in Awesome Lists by pytorch
A curated list of projects in awesome lists by pytorch .
https://github.com/pytorch/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
autograd deep-learning gpu machine-learning neural-network numpy python tensor
Last synced: 30 Jul 2024
https://github.com/pytorch/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Last synced: 30 Jul 2024
https://github.com/pytorch/vision
Datasets, Transforms and Models specific to Computer Vision
computer-vision machine-learning
Last synced: 30 Jul 2024
https://github.com/pytorch/captum
Model interpretability and understanding for PyTorch
feature-attribution feature-importance interpretability interpretable-ai interpretable-ml
Last synced: 31 Jul 2024
https://github.com/pytorch/ignite
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
closember deep-learning hacktoberfest machine-learning metrics neural-network python pytorch
Last synced: 31 Jul 2024
https://github.com/pytorch/serve
Serve, optimize and scale PyTorch models in production
cpu deep-learning docker gpu kubernetes machine-learning metrics mlops optimization pytorch serving
Last synced: 01 Aug 2024
https://github.com/pytorch/text
Models, data loaders and abstractions for language processing, powered by PyTorch
data-loader dataset deep-learning models nlp pytorch
Last synced: 31 Jul 2024
https://github.com/pytorch/ELF
ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
alpha-zero alphago-zero go reinforcement-learning rl rl-environment
Last synced: 01 Aug 2024
https://github.com/pytorch/glow
Compiler for Neural Network hardware accelerators
Last synced: 30 Jul 2024
https://github.com/pytorch/torchtune
A Native-PyTorch Library for LLM Fine-tuning
Last synced: 31 Jul 2024
https://github.com/pytorch/torchchat
Run PyTorch LLMs locally on servers, desktop and mobile
Last synced: 06 Aug 2024
https://github.com/pytorch/audio
Data manipulation and transformation for audio signal processing, powered by PyTorch
audio audio-processing io machine-learning python pytorch speech
Last synced: 31 Jul 2024
https://github.com/pytorch/xla
Enabling PyTorch on XLA Devices (e.g. Google TPU)
compiler deep-learning pytorch xla
Last synced: 01 Aug 2024
https://github.com/pytorch/TensorRT
PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT
cuda deep-learning jetson libtorch machine-learning nvidia pytorch tensorrt
Last synced: 01 Aug 2024
https://github.com/pytorch/rl
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
ai control decision-making distributed-computing machine-learning marl model-based-reinforcement-learning multi-agent-reinforcement-learning pytorch reinforcement-learning rl robotics torch
Last synced: 01 Aug 2024
https://github.com/pytorch/torchrec
Pytorch domain library for recommendation systems
cuda deep-learning gpu pytorch recommendation-system recommender-system sharding
Last synced: 02 Aug 2024
https://github.com/pytorch/opacus
Training PyTorch models with differential privacy
deep-learning differential-privacy machine-learning neural-network privacy-preserving-machine-learning pytorch
Last synced: 01 Aug 2024
https://github.com/pytorch/tnt
A lightweight library for PyTorch training tools and utilities
deep-learning machine-learning neural-network python pytorch reinforcement-learning
Last synced: 31 Jul 2024
https://github.com/pytorch/QNNPACK
Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators
Last synced: 31 Jul 2024
https://github.com/pytorch/functorch
functorch is JAX-like composable function transforms for PyTorch.
Last synced: 02 Aug 2024
https://github.com/pytorch/executorch
On-device AI across mobile, embedded and edge for PyTorch
deep-learning embedded gpu machine-learning mobile neural-network tensor
Last synced: 31 Jul 2024
https://github.com/pytorch/torchtitan
A native PyTorch Library for large model training
Last synced: 31 Jul 2024
https://github.com/pytorch/data
A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.
Last synced: 02 Aug 2024
https://github.com/pytorch/FBGEMM
FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
Last synced: 31 Jul 2024
https://github.com/pytorch/torchdynamo
A Python-level JIT compiler designed to make unmodified PyTorch programs faster.
Last synced: 31 Jul 2024
https://github.com/pytorch/cpuinfo
CPU INFOrmation library (x86/x86-64/ARM/ARM64, Linux/Windows/Android/macOS/iOS)
cpu cpu-cache cpu-model cpu-topology cpuid instruction-set
Last synced: 01 Aug 2024
https://github.com/pytorch/translate
Translate - a PyTorch Language Library
artificial-intelligence machine-learning onnx pytorch
Last synced: 01 Aug 2024
https://github.com/pytorch/benchmark
TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.
Last synced: 01 Aug 2024
https://github.com/pytorch/torcharrow
High performance model preprocessing library on PyTorch
Last synced: 02 Aug 2024
https://github.com/pytorch/kineto
A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.
Last synced: 31 Jul 2024
https://github.com/pytorch/tensordict
TensorDict is a pytorch dedicated tensor container.
Last synced: 31 Jul 2024
https://github.com/pytorch/contrib
Implementations of ideas from recent papers
Last synced: 03 Aug 2024
https://github.com/pytorch/builder
Continuous builder and binary build scripts for pytorch
Last synced: 31 Jul 2024
https://github.com/pytorch/accimage
high performance image loading and augmenting routines mimicking PIL.Image interface
Last synced: 02 Aug 2024
https://github.com/pytorch/torchx
TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and support for E2E production ML pipelines when you're ready.
airflow aws-batch components deep-learning distributed-training kubernetes machine-learning pipelines python pytorch ray slurm
Last synced: 31 Jul 2024
https://github.com/pytorch/nestedtensor
[Prototype] Tools for the concurrent manipulation of variably sized Tensors.
Last synced: 31 Jul 2024
https://github.com/pytorch/torcheval
A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to facilitate metric computation in distributed training and tools for PyTorch model evaluations.
Last synced: 02 Aug 2024
https://github.com/pytorch/hydra-torch
Configuration classes enabling type-safe PyTorch configuration for Hydra apps
Last synced: 03 Aug 2024
https://github.com/pytorch/ao
torchao: PyTorch Architecture Optimization (AO). Performant kernels that work with PyTorch.
Last synced: 01 Aug 2024
https://github.com/pytorch/torchsnapshot
A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind.
Last synced: 31 Jul 2024