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ivanchenph's Projects
algorithmsbook
Preview of the textbook Algorithms for Decision Making
all4nlp
All For NLP, especially Chinese.
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
applied-ml
📚 Papers & articles of companies sharing their work on applied data science & machine learning.
audiogpt
AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head
awesome-big-data
大数据&&分布式系统学习过程中一些经验总结
awesome-bigdata
A curated list of awesome big data frameworks, ressources and other awesomeness.
awesome-causality-algorithms
An index of algorithms for learning causality with data
awesome-chatgpt-resource-zh
精选 OpenAI 的 [ChatGPT](https://chat.openai.com) 资源清单, 跟随最新资源并添加中文相关Work
awesome-chinese-corpus-datasets-and-models
Awesome Chinese Corpus Datasets and Models.
awesome-chinese-llm
整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。
awesome-chinese-nlp
A curated list of resources for Chinese NLP 中文自然语言处理相关资料
awesome-deep-learning-papers
The most cited deep learning papers
awesome-llm
Awesome-LLM: a curated list of Large Language Model
awesome-llm-game-agent-papers
A Survey on Large Language Model-Based Game Agents
awesome-llms-datasets
Summarize existing representative LLMs text datasets.
awesome-meta-learning
A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
awesome-pretrained-chinese-nlp-models
Awesome Pretrained Chinese NLP Models，高质量中文预训练模型集合
awesome-prompt-engineering
Awesome-Prompt-Engineering - This repository includes resources for prompt engineering.
awesome-reinforcement-learning-lib
GitHub's code repository is all you need
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
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/论文/etc
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
big-data-study
:whale: big data study
book-mathematical-foundation-of-reinforcement-learning
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
causal-inference-tutorial
Repository with code and slides for a tutorial on causal inference.
causalml
A course on causal machine learning.
chatgpt-on-wechat
基于大模型搭建的微信聊天机器人，同时支持微信、企业微信、公众号、飞书、钉钉接入，可选择GPT3.5/GPT4.0/Claude/文心一言/讯飞星火/通义千问/Gemini/GLM-4/LinkAI，能处理文本、语音和图片，访问操作系统和互联网，支持基于自有知识库进行定制企业智能客服。
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