PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

NLP Core Library and Model Zoo based on PaddlePaddle 2.0

百度NLP：分词，词性标注，命名实体识别，词重要性

"Probabilistic Machine Learning" - a book series by Kevin Murphy

Large-scale open domain KNOwledge grounded conVERsation system based on PaddlePaddle

Preview of the textbook Algorithms for Decision Making

📚 开发者推荐阅读的书籍

Several neural architecture search algorithms implemented in PyTorch.

Computer Vision ecosystem for GeoSpatial Imagery

Curating a list of AutoML-related research, tools, projects and other resources

🦉Data Version Control | Git for Data & Models

Paper list of activity prediction and related area

Python Implementation of Reinforcement Learning: An Introduction

东南大学《知识图谱》研究生课程

A registry of publicly available datasets on AWS

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

cvpr2019 papers，极市团队整理

🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"

A technical report on convolution arithmetic in the context of deep learning

Awesome GAN for Medical Imaging

PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.

The author's officially unofficial PyTorch BigGAN implementation.

A generative model conditioned on shape and appearance.

This version of AI Knowledge Tree is a brief index of various branches. In order to explore details, you can click the related links.

Open Source Neural Machine Translation in PyTorch

Convolutional Neural Networks

A collection of datasets ready to use with TensorFlow

A list of papers on Generative Adversarial (Neural) Networks