SunShuang

USTC-Course

:heart:**科学技术大学课程资源

100days

100 days of algorithms

text_extraction

提取金融相关领域研究报告的主要结论(key idea)

CNEconDict

适用于中文分词的经济金融词典

UCAS_Course_2019

**科学院大学2019-2020课程（秋季，春季，夏季）

awesome-cs-books

🔥 经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

LeetCode-Go

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

The-NLP-Pandect

A comprehensive reference for all topics related to Natural Language Processing

lit

The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.

CS-Notes

我的自学笔记，终身更新，当前专注System基础、MLSys。

causal_inference_python_code

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

ReadingList

TakeHomeDataChallenges

My solution to the book <A collection of Data Science Take-home Challenges>

DS-Take-Home

My solution to the book A Collection of Data Science Take-Home Challenges

usf_econ_622_feature_engineering

Lesson for the USF Econ 622 class on feature engineering for ML

BioNER-Progress

This repository aims to track the progress in BioNER and give a related paper list and an overview of the state-of-the-art (SOTA).

nlp-roadmap

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

Topical-Chat

A dataset containing human-human knowledge-grounded open-domain conversations.

ai-edu

AI education materials for Chinese students, teachers and IT professionals.

stat479-machine-learning-fs19

Course material for STAT 479: Machine Learning (FS 2019) taught by Sebastian Raschka at University Wisconsin-Madison

KnowledgeGraphCourse

东南大学《知识图谱》研究生课程

incubator-teaclave

Apache Teaclave (incubating) is an open source universal secure computing platform, making computation on privacy-sensitive data safe and simple.

pyltp

pyltp: the python extension for LTP

Information-Extraction-Chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

ailearning

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

proxy-demo

abuyun cloud proxy demo

github-mirror

Scripts to mirror Github in a cloudy fashion

analysis-ik

🚌 The IK Analysis plugin integrates Lucene IK analyzer into Elasticsearch and OpenSearch, support customized dictionary.

neural-knowledge-diffusion

captcha-break

captcha break based on opencv2, tesseract-ocr and some machine learning algorithm.