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Natural Language Processing Tutorial for Deep Learning Researchers

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.

Image augmentation for machine learning experiments.

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

Open-source simulator for autonomous driving research.

A toolkit for making real world machine learning and data analysis applications in C++

A very simple framework for state-of-the-art Natural Language Processing (NLP)

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Face recognition using Tensorflow

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

Python package built to ease deep learning on graph, on top of existing DL frameworks.

An open source implementation of CLIP.

Open3D: A Modern Library for 3D Data Processing

Convert Machine Learning Code Between Frameworks

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

Open Machine Learning Compiler Framework

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

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：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch 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

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.

A Library for Advanced Deep Time Series Models for General Time Series Analysis.

A MNIST-like fashion product database. Benchmark :point_down:

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

🐍 Geometric Computer Vision Library for Spatial AI

A collaboration friendly studio for NeRFs

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

pix2code: Generating Code from a Graphical User Interface Screenshot

A PyTorch-based Speech Toolkit

Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。

An open-source NLP research library, built on PyTorch.

Low-code framework for building custom LLMs, neural networks, and other AI models

This repository contains demos I made with the Transformers library by HuggingFace.

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

LAVIS - A One-stop Library for Language-Vision Intelligence

Minimal and clean examples of machine learning algorithms implementations

Turi Create simplifies the development of custom machine learning models.

An elegant PyTorch deep reinforcement learning library.

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.6, GPT-OSS, Llama, and more!