Xie Fang's repositories
mindsdb
The platform for building AI from enterprise data
dify
Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.
ChatDev
Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration)
Adala
Adala: Autonomous DAta (Labeling) Agent framework
XAgent
An Autonomous LLM Agent for Complex Task Solving
DecryptPrompt
总结Prompt&LLM论文，开源数据&模型，AIGC应用
unlocking-the-power-of-llms
使用 Prompts 和 Chains 让 ChatGPT 成为神奇的生产力工具！Unlocking the power of LLMs.
Open-Assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
SentimentAnalysisDictionary
中文情感词典汇总（**大学NTUSD简体中文情感词典，清华大学李军中文褒贬义词典，知网Hownet情感词典等）
graph-fraud-detection-papers
A curated list of fraud detection papers using graph information or graph neural networks
wordexpansion
使用SO_PMI互信息算法、词向量法快速构建不同领域(手机、汽车等)的专业情感词典
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。
BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
qa_match
A simple effective ToolKit for short text matching
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球140所大学采用教学。
bert_music_correct
音乐类语料的意图识别填槽以及槽值纠错模型
AI_Recruiter
AI recruitment model implemented with the help of RASA and spaCy.
text_classification-2
all kinds of text classification models and more with deep learning
albert_zh
A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
TextMatch
QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….）
Senta
Baidu's open-source Sentiment Analysis System.
R-MeN
Transformer-based Relational Memory for Knowledge Graph Embeddings (ACL 2020) (in Pytorch and Tensorflow)
DeepFaceLab
DeepFaceLab is the leading software for creating deepfakes.
Deep-Learning-with-TensorFlow-book
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
deepke
基于深度学习的开源中文关系抽取框架
tensorflow-handbook
简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
GraphEmbedding
Implementation and experiments of graph embedding algorithms.
char_featurizer
汉字字符特征提取工具，可以提取出字符中的字音（声母、韵母、声调）、字形（偏旁、部首）、四角编码等特征，同时可作为tensor输入到模型