Jason Huang's repositories
Core-Concept-Seeded-LDA
Seed Knowledge based LDA towards Ontology Learning as a Term Clustering Method
AI-NLP-Paper-Readings
This is my reading list for my PhD in AI, NLP, Deep Learning and more.
AI-Products-All-In-One
彙整了真正實用的 ChatGPT 與生成式 AI 工具
AWCA
Ancient World Computational Analysis (AWCA), with support from the Data Science Discovery Program (DS-D) at UC Berkeley.
awesome-causality-algorithms
An index of algorithms for learning causality with data
awesome-chatgpt-prompts
This repo includes ChatGPT prompt curation to use ChatGPT better.
awesome-english-ebooks
经济学人(含音频)、纽约客、卫报、连线、大西洋月刊等英语杂志免费下载,支持epub、mobi、pdf格式, 每周更新
awesome-ontology
A curated list of ontology things
awesome-semantic-web
A curated list of various semantic web and linked data resources.
bert-embedding
🔡 Token level embeddings from BERT model on mxnet and gluonnlp
Book
:green_book:我的个人书籍学习和收藏
causal-ml
Must-read papers and resources related to causal inference and machine (deep) learning
crawl-open-review
Crawl submissoins information of papers in open review platform
dowhy_zh
DoWhy是用于因果推断的Python库，它支持对因果假设进行显式建模和验证。DoWhy基于用于因果推理的统一语言，结合了因果图模型和潜结果框架。
jason-huanghao.github.io
Jason Huang's Hexo blog
Knowledge-Graph-Tutorials-and-Papers
Insightful Tutorials and Papers about Knowledge Graphs
looper
A resource list for causality in statistics, data science and physics
MachineLearning_notes
Machine learning and deep learning resources
ml-books
A list of freely available Machine Learning related books.
ML-NLP
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
ml-road
Machine Learning Resources, Practice and Research
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
python-causality-handbook
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and sensitivity analysis.
PyTorchDocs
PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！
recommended-books
计算机经典书籍推荐 部分书籍提供PDF下载
Seed-Knowledge-based-LDA-towards-Ontology-Learning-as-a-Term-Clustering-Method
Seed Knowledge based LDA towards Ontology Learning as a Term Clustering Method