Language Technology Platform

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

Implementation of the node2vec algorithm.

Planetoid datasets. Consist of Cora, Pubmed, Citeseer, Large_Cora, nell.0.1, nell.0.01, nell.0.001.

Mapping a variable-length sentence to a fixed-length vector using BERT model

Learning to Cluster Faces on an Affinity Graph (CVPR 2019)

基于neo4j肝病知识图谱的问答系统

Everybody dance now reproduced in pytorch

Using QANet and BiDAF on DuReader datasets

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

关于Python的面试题

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

COCO API - Dataset @ http://cocodataset.org/

Kaggle 项目实战（教程） = 文档 + 代码 + 视频

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

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

Watch, Attend and Parse for Handwritten Mathematical Expression Recognition

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

Some practices about deep learning

0.4 updated. Support cpu test and demo.

各种爬虫

A TensorFlow Implementation of the Transformer: Attention Is All You Need

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

Faster-RCNN in Tensorflow