PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.

This repository contains a collection of papers and resources on Reasoning in Large Language Models.

Papers for Open Knowledge Discovery

This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as multimodal sentiment analysis.

A curated list of research in machine learning systems (MLSys). Paper notes are also provided.

A curated list to learn about distributed systems

A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).

All Algorithms implemented in Python

Python & JAVA Solutions for Leetcode

A curated list of all kinds of learning resources, blogs, books, videos and so on. And I'll keep it up to date. 😉

Awesome Neural Architecture Search Papers

Implementation code for the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series"

PyTorch implementation of MTAD-GAT (Multivariate Time-Series Anomaly Detection via Graph Attention Networks) by Zhao et. al (2020, https://arxiv.org/abs/2009.02040).

AI education materials for Chinese students, teachers and IT professionals.

复杂网络研究资源整理和基础知识学习

Answers to 120 commonly asked data science interview questions.

Python 中文数据结构和算法教程

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

A curated list of papers dedicated to neural text (semantic) matching.

本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍，没准你想找的书就在这里呢，包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列（常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习，深度学习等等），大数据系列(Spark,Hadoop,Scala,kafka等)，程序员必修系列（C、C++、java、数据结构、linux，设计模式、数据库等等）

Official PyTorch Implementation of Learning Architectures for Binary Networks (https://arxiv.org/abs/2002.06963) - ECCV2020

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (p…

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

A curated list of awesome architecture search resources

图神经网络(图卷积网络) 个人学习总结

a repo for the cord19 challenge

Collection of recent methods on DNN compression and acceleration

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[email protected] 版权所有，违权必究 Tan 2018.06

A curated list of awesome Machine Learning frameworks, libraries and software.