bj2016's repositories
AFGRL
The official source code for "Augmentation-Free Self-Supervised Learning on Graphs" ( https://arxiv.org/abs/2112.02472 )
AI-for-Time-Series-Papers-Tutorials-Surveys
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
Awesome-DynamicGraphLearning
Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).
awesome-face
An awesome face technology repository.
awesome-large-graph-model
Papers about large graph models.
Awesome-Mamba-Papers
Awesome Papers related to Mamba.
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
Contrastive-Learning-NLP-Papers
Paper List for Contrastive Learning for Natural Language Processing
DeepClustering
Methods and Implements of Deep Clustering
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
developer-roadmap
developer-roadmap
GNN4Traffic
This is the repository for the collection of Graph Neural Network for Traffic Forecasting.
GNNPapers
Must-read papers on graph neural networks (GNN)
HeterSumGraph
Code for ACL2020 paper "Heterogeneous Graph Neural Networks for Extractive Document Summarization"
leetcode
LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)
LeetCode-Py
⛽️「算法通关手册」：超详细的「算法与数据结构」基础讲解教程，从零基础开始学习算法知识，800+ 道「LeetCode 题目」详细解析，200 道「大厂面试热门题目」。
lightly
A python library for self-supervised learning on images.
Machine-Learning-Interviews
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
notebooks
Jupyter notebooks for the Natural Language Processing with Transformers book
pointer_summarizer
pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"
PromptKG
PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.
PyGCL
PyGCL: A PyTorch Library for Graph Contrastive Learning
python-patterns
A collection of design patterns/idioms in Python
RecBole
A unified, comprehensive and efficient recommendation library
research_spatio-temporal-data-mining
A collection of research on spatio-temporal data mining
solo-learn
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
stereodemo
Small Python utility to compare and visualize the output of various stereo depth estimation algorithms