Edith's repositories
algorithm-pattern
算法模板，最科学的刷题方式，最快速的刷题路径，你值得拥有~
awesome-project-ideas
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
CASI_Python
Python code for Computer Age Statistical Inference
cheatsheets
Official Matplotlib cheat sheets
coding-interview-university
A complete computer science study plan to become a software engineer.
Doctor-Friende
Rasa-Doctor-Friende.A chinese medical chatbot based on Neo4j knowledge graph and Rasa.
FATE
An Industrial Grade Federated Learning Framework
Getting-Things-Done-with-Pytorch
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
God-Of-BigData
大数据面试题，大数据成神之路开启...Flink/Spark/Hadoop/Hbase/Hive...
howdoi
instant coding answers via the command line
lihang-code
《统计学习方法》的代码实现
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
ModernDive_book
Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
NLP-RASA
RASA PROJECT
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
prml-1
Repository of notes, code and notebooks for the book Pattern Recognition and Machine Learning by Christopher Bishop
Python-Library-Learning
Here we will sort out a variety of interesting Python library learning
pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
rasa-sdk
SDK for the development of custom actions for Rasa
rasa_chinese
rasa_chinese 专门针对中文语言的 rasa 组件扩展包，提供了许多针对中文语言的组件
Tencent2020_Rank1st
The code for 2020 Tencent College Algorithm Contest, and the online result ranks 1st.
text-classification-surveys
文本分类资源汇总，包括深度学习文本分类模型，如SpanBERT、ALBERT、RoBerta、Xlnet、MT-DNN、BERT、TextGCN、MGAN、TextCapsule、SGNN、SGM、LEAM、ULMFiT、DGCNN、ELMo、RAM、DeepMoji、IAN、DPCNN、TopicRNN、LSTMN 、Multi-Task、HAN、CharCNN、Tree-LSTM、DAN、TextRCNN、Paragraph-Vec、TextCNN、DCNN、RNTN、MV-RNN、RAE等，浅层学习模型，如LightGBM 、SVM、XGboost、Random Forest、C4.5、CART、KNN、NB、HMM等。介绍文本分类数据集，如MR、SST、MPQA、IMDB、Yelp、20NG、AG、R8、DBpedia、Ohsumed、SQuAD、SNLI、MNLI、MSRP、MRDA、RCV1、AAPD，评价指标，如accuracy、Precision、Recall、F1、EM、MRR、HL、Micro-F1、Macro-F1、P@K，和技术挑战，包括多标签文本分类。
YEDDA
YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.