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🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Deep Learning for humans
Real Time Voice Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Visualizer for neural network, deep learning, and machine learning models
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
ncnn is a high-performance neural network inference framework optimized for the mobile platform
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
Open standard for machine learning interoperability
A collection of various deep learning architectures, models, and tips
Best Of Ml Python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
The Unified AI Framework
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Natural Language Processing Tutorial for Deep Learning Researchers
Deep Learning With Tensorflow Book
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
Open3D: A Modern Library for 3D Data Processing
Chinese Bert Wwm
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
The next-generation platform to monitor and optimize your AI costs in one place 🚀
Python Small Examples
告别枯燥，致力于打造 Python 实用小例子，更多Python良心教程见 Python中文网 http://www.zglg.work
深度学习入门教程, 优秀文章, Deep Learning Tutorial
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Py tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
Techniques for deep learning with satellite & aerial imagery
Setup and customize deep learning environment in seconds.
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Python code for "Probabilistic Machine learning" book by Kevin Murphy
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
Containers for machine learning
A course in reinforcement learning in the wild
We write your reusable computer vision tools. 💜
A list of popular github projects related to deep learning
Tengine is a lite, high performance, modular inference engine for embedded device
TensorFlow Basic Tutorial Labs
Accelerating LLM with low-bit (INT3 / INT4 / NF4 / INT5 / INT8) optimizations using bigdl-llm
Pytorch🍊🍉 is delicious, just eat it! 😋😋
Aim 💫 — An easy-to-use & supercharged open-source AI metadata tracker (experiment tracking, AI agents tracing)
PipelineAI Kubeflow Distribution
TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts
Deep Learning In Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple
A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
An Engine-Agnostic Deep Learning Framework in Java
Efficient Ai Backbones
Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.
Artificial Intelligence Deep Learning Machine Learning Tutorials
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
Alpha Zero General
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
A high performance and generic framework for distributed DNN training
Deep Learning Model Convertor
The convertor/conversion of deep learning models for different deep learning frameworks/softwares.
Flower: A Friendly Federated Learning Framework
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.
🛠 All-in-one web-based IDE specialized for machine learning and data science.
🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
Deep Learning Book
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray
Resource scheduling and cluster management for AI
Standardized Serverless ML Inference Platform on Kubernetes
Determined is a deep-learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
Sandbox for training deep learning networks
Top Ai Conferences Paper With Code
MLNLP: This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with open resource code
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Awesome Image Classification
A curated list of deep learning image classification papers and codes
A retargetable MLIR-based machine learning compiler and runtime toolkit.
Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow
머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)
TengineKit - Free, Fast, Easy, Real-Time Face Detection & Face Landmarks & Face Attributes & Hand Detection & Hand Landmarks & Body Detection & Body Landmarks & Iris Landmarks & Yolov5 SDK On Mobile.
Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following cat
Sagemaker Python Sdk
A library for training and deploying machine learning models on Amazon SageMaker
码农周刊 - 每周五发送，欢迎订阅！欢迎加入读者圈子，一起交流！
PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.
Turkce Yapay Zeka Kaynaklari
Türkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (machine learning) çalışmalarının derlendiği sayfa.
A library for scientific machine learning and physics-informed learning
Deep Learning Time Series
List of papers, code and experiments using deep learning for time series forecasting
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
Papers and Datasets about Point Cloud.
A Repo For Document AI
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
A toolkit for reproducible reinforcement learning research.
🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.
Demo of running NNs across different frameworks
Pre-Trained Chinese XLNet（中文XLNet预训练模型）
Discovering Interpretable GAN Controls [NeurIPS 2020]
Python Pytorch (17,975)
Python Tensorflow (14,828)
Deep Learning Pytorch (7,294)
Deep Pytorch (6,334)
Deep Tensorflow (5,756)
Jupyter Pytorch (4,791)
Jupyter Notebook Tensorflow (4,771)
Deep Learning Tensorflow (4,441)
Machine Learning Tensorflow (3,965)
Jupyter Notebook Pytorch (3,877)
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