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281 search results found

Tensorflow ⭐ 180,196

An Open Source Machine Learning Framework for Everyone

Pytorch ⭐ 74,794

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Yolov5 ⭐ 44,755

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Deepspeed ⭐ 32,358

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Fastai ⭐ 25,112

The fastai deep learning library

Pytorch Handbook ⭐ 18,594

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友

The Unified AI Framework

Onnxruntime ⭐ 11,668

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

Open deep learning compiler stack for cpu, gpu and specialized accelerators

Turicreate ⭐ 11,102

Turi Create simplifies the development of custom machine learning models.

Open3d ⭐ 10,498

Open3D: A Modern Library for 3D Data Processing

Yolov3 ⭐ 9,865

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

Pycaret ⭐ 8,130

An open-source, low-code machine learning library in Python

Imageai ⭐ 8,051

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

Catboost ⭐ 7,564

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Server ⭐ 7,321

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

H2o 3 ⭐ 6,618

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

Chainer ⭐ 5,862

A flexible framework of neural networks for deep learning

Skypilot ⭐ 4,975

SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.

Keras Js ⭐ 4,879

Run Keras models in the browser, with GPU support using WebGL

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

Rust language bindings for TensorFlow

Megengine ⭐ 4,711

MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

Pipeline ⭐ 4,158

Digits ⭐ 4,047

Deep Learning GPU Training System

Serve ⭐ 3,844

Serve, optimize and scale PyTorch models in production

cuML - RAPIDS Machine Learning Library

Tensorflow Docs ⭐ 3,685

TensorFlow 最新官方文档中文版

Pytorch Forecasting ⭐ 3,439

Time series forecasting with PyTorch

Implicit ⭐ 3,322

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Adanet ⭐ 3,309

Fast and flexible AutoML with learning guarantees.

Ml Workspace ⭐ 3,197

🛠 All-in-one web-based IDE specialized for machine learning and data science.

Stylegan2 Pytorch ⭐ 3,147

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

Heavydb ⭐ 2,903

HeavyDB (formerly OmniSciDB)

Resource scheduling and cluster management for AI

Deepdetect ⭐ 2,492

Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

Cv Cuda ⭐ 2,010

CV-CUDA™ is an open-source, GPU accelerated library for cloud-scale image processing and computer vision.

Blazingsql ⭐ 1,900

BlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.

Neural Engine ⭐ 1,767

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

Addons ⭐ 1,674

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

Anime4kcpp ⭐ 1,662

A high performance anime upscaler

Deep learning in Rust, with shape checked tensors and neural networks

Pytorch Toolbelt ⭐ 1,458

PyTorch extensions for fast R&D prototyping and Kaggle farming

Training Operator ⭐ 1,447

Distributed ML Training and Fine-Tuning on Kubernetes

Azureml Examples ⭐ 1,442

Official community-driven Azure Machine Learning examples, tested with GitHub Actions.

Hyperlearn ⭐ 1,387

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Transformerengine ⭐ 1,172

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.

Scikit Learn Intelex ⭐ 1,116

Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application

Yolo 9000 ⭐ 1,057

YOLO9000: Better, Faster, Stronger - Real-Time Object Detection. 9000 classes!

Nvtabular ⭐ 1,006

NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.

dstack is an open-source toolkit for running GPU workloads on any cloud. It works seamlessly with any cloud GPU providers. Discord: https://discord.gg/u8SmfwPpMd

Performance-optimized wheels for TensorFlow (SSE, AVX, FMA, XLA, MPI)

TVM Documentation in Chinese Simplified / TVM 中文文档

Oceananigans.jl ⭐ 853

🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs

Tensorflow.jl ⭐ 835

A Julia wrapper for TensorFlow

Graphvite ⭐ 831

GraphVite: A General and High-performance Graph Embedding System

Leptonai ⭐ 792

A Pythonic framework to simplify AI service building

Machine learning framework for both deep learning and traditional algorithms

Large scale K-means and K-nn implementation on NVIDIA GPU / CUDA

High-performance Vision library in Python. Scale your research, not boilerplate.

Thundergbm ⭐ 674

ThunderGBM: Fast GBDTs and Random Forests on GPUs

Deep Learning In Cloud ⭐ 670

List of Deep Learning Cloud Providers

Deep Learning Wizard ⭐ 664

Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.

A high-performance ML model serving framework, offers dynamic batching and CPU/GPU pipelines to fully exploit your compute machine

Keras Attention ⭐ 656

Visualizing RNNs using the attention mechanism

Fast Deep Learning Library (DLL) for C++ (ANNs, CNNs, RBMs, DBNs...)

Femtogpt ⭐ 655

Pure Rust implementation of a minimal Generative Pretrained Transformer

Reversi Alpha Zero ⭐ 634

Reversi reinforcement learning by AlphaGo Zero methods.

A simple, high level, easy to use, open source Computer Vision library for Python.

Deep learning with spiking neural networks (SNNs) in PyTorch.

Executorch ⭐ 577

End-to-end solution for enabling on-device AI across mobile and edge devices for PyTorch models

Speedtorch ⭐ 559

Library for faster pinned CPU <-> GPU transfer in Pytorch

RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.

Diffsharp ⭐ 526

DiffSharp: Differentiable Functional Programming

Minimum-distortion embedding with PyTorch

Gpubootcamp ⭐ 479

This repository consists for gpu bootcamp material for HPC and AI

Neuralnetwork.net ⭐ 472

A TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN

Dnabert ⭐ 471

DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome

Modal Examples ⭐ 450

Examples of programs built using Modal

Grokking Deep Reinforcement Learning

H2o4gpu ⭐ 421

H2Oai GPU Edition

Efficient Learning of Augmentation Policy Schedules

Prophecis ⭐ 389

Prophecis is a one-stop cloud native machine learning platform.

Baby Steps Of Rl Ja ⭐ 380

Pythonで学ぶ強化学習 -入門から実践まで- サンプルコード

Ocaml Torch ⭐ 376

OCaml bindings for PyTorch

Adaptnlp ⭐ 371

An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.

Convnetsharp ⭐ 362

Deep Learning in C#

Generate Subtitles ⭐ 360

Generate transcripts for audio and video content with a user friendly UI, powered by Open AI's Whisper with automatic translations and download videos automatically with yt-dlp integration

Niutensor ⭐ 350

NiuTensor is an open-source toolkit developed by a joint team from NLP Lab. at Northeastern University and the NiuTrans Team. It provides tensor utilities to create and train neural networks.

Cloud Gpus ⭐ 348

This repository contains information about Cloud GPU offerings for Machine Learning practitioners.

Verigpu ⭐ 323

OpenSource GPU, in Verilog, loosely based on RISC-V ISA

Awesome Distributed Deep Learning ⭐ 309

A curated list of awesome Distributed Deep Learning resources.

Torchsynth ⭐ 301

A GPU-optional modular synthesizer in pytorch, 16200x faster than realtime, for audio ML researchers.

Make usage of Metal API a pleasure

Tensorflow Gpu Install Ubuntu 16.04 ⭐ 296

Tensorflow GPU install instructions for ubuntu 16.04 - Deep learning

DIRT: a fast differentiable renderer for TensorFlow

Komputation ⭐ 292

Komputation is a neural network framework for the Java Virtual Machine written in Kotlin and CUDA C.

An Open Source, Self-Hosted Platform For Applied Deep Learning Development

Intel Extension For Tensorflow ⭐ 287

Intel® Extension for TensorFlow*

Terraform Provider Iterative ⭐ 286

☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes

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