cs911,cq991,github

ai-lectures

Lecture slides and scripts (LaTeX sources) in AI, Robotics, Machine Learning, Maths, Optimization

alipy

ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze the performance of active learning methods.

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

awesome_chinese_medical_nlp

中文医学NLP公开资源整理：术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/etc

bayesian-coresets

Automated Scalable Bayesian Inference

bert

TensorFlow code and pre-trained models for BERT

computer-vision

demo

curriculum

a repository for my curriculum project

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

deeplearning-500-questions

keyword_extraction

利用Python实现中文文本关键词抽取，分别采用TF-IDF、TextRank、Word2Vec词聚类三种方法。

lambdaranknn

LambdaRank Neural Network model using Keras.

machine-learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

mean-teacher

A state-of-the-art semi-supervised method for image recognition

med-al-ssl

Repository for implementation of active learning and semi-supervised learning algorithms and applying them to medical imaging datasets

ml-notes

notes about machine learning

models

Models and examples built with TensorFlow

nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

nlp_xiaojiang

自然语言处理（nlp），闲聊机器人（chatbot），BERT句向量-相似度（Sentence Similarity），文本分类（Text classify），实体提取（ner，bert+bilstm+crf），数据增强（text augment enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用