ml-wang Goto Github PK

alink

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

alphatree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-deep-community-detection

Deep and conventional community detection related papers, implementations, datasets, and tools.

awesome-deep-graph-anomaly-detection

Awesome graph anomaly detection

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

bert-textclassification

Implemention some Baseline Model upon Bert for Text Classification

casrel

chatpaper

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文总结+润色+审稿+审稿回复

chinesenre

中文实体关系抽取，pytorch，bilstm+attention

clip-chinese

中文CLIP预训练模型

clip-gpt-captioning

CLIPxGPT Captioner is Image Captioning Model based on OpenAI's CLIP and GPT-2.

coding_interviews

《剑指Offer》题目汇总&常考题总结(Python实现)

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

data-structure-and-algorithm

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deepie

DeepIE: Deep Learning for Information Extraction

dgl-ke

High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.

free-programming-books

:books: Freely available programming books

funnlp

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报

gnnpapers

Must-read papers on graph neural networks (GNN)

gpt2-newstitle

Chinese NewsTitle Generation Project by GPT2.带有超级详细注释的中文GPT2新闻标题生成项目。

graphembedding

Implementation and experiments of graph embedding algorithms.

graphmae

GraphMAE: Self-Supervised Masked Graph Autoencoders in KDD'22

graphsage-simple

Simple reference implementation of GraphSAGE.

hello-algo

《Hello 算法》：动画图解、一键运行的数据结构与算法教程，支持 Java, C++, Python, Go, JS, TS, C#, Swift, Rust, Dart, Zig 等语言。

imbalance_graph

java

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

kg2vec

Reproduceing the models of Knowledge Representation Learning (KRL), such as TransE, TransH etc.