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A PyTorch Library for Multi-Task Learning

Paper and implementation of UNet-related model.

Using modified BiSeNet for face parsing in PyTorch

MONAI Tutorials

General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.

Unofficial implemention of lanenet model for real time lane detection

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX

Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

Deep Learning Server and CLI for Torch and TensorRT

Automatic architecture search and hyperparameter optimization for PyTorch

NLP made easy

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

A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.

[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

Textbook on reinforcement learning from human feedback

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

Collection of popular and reproducible image denoising works.

Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数据科学，Flask，爬虫开发教程。

Summaries of machine learning papers

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

Graphormer is a general-purpose deep learning backbone for molecular modeling.

🍅🍅🍅YOLOv5-Lite: Evolved from yolov5 and the size of model is only 900+kb (int8) and 1.7M (fp16). Reach 15 FPS on the Raspberry Pi 4B~

Machine learning metrics for distributed, scalable PyTorch applications.

A collection of awesome resources in Human Pose estimation.

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles

A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine

一个高质量、经典计算机书籍推荐清单，特点为：只收集高质量，各方向经典书籍，不求书多，只求书精。

A curated list of community detection research papers with implementations.

Medical imaging processing for AI applications.

:computer:深度学习实战：手写数字识别、Discuz验证码识别、垃圾分类、语义分割

Datasets, tools, and benchmarks for representation learning of code.

Scenarios, tutorials and demos for Autonomous Driving

Machine Learning University: Accelerated Natural Language Processing Class

3D U-Net model for volumetric semantic segmentation written in pytorch

Türkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (machine learning) çalışmalarının derlendiği sayfa.

Large-scale pretraining for dialogue

YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)

A repo for data science related questions and answers

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

Graph Neural Networks with Keras and Tensorflow 2.

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Curated List of Self-Driving Cars and Autonomous Vehicles Resources

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

Open Source Neural Machine Translation in Torch (deprecated)

Large Concept Models: Language modeling in a sentence representation space

An Extensible Deep Learning Library

HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis