A comprehensive mapping database of English to Chinese technical vocabulary in the artificial intelligence domain

An interpretable KBQA system that operates at the natural language level with the help of LLMs

Improved Embedded Topic Models in Hyperbolic Space

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

2023年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。

Reasoning in LLMs: Papers and Resources, including Chain-of-Thought, OpenAI o1, and DeepSeek-R1 🍓

A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".

An Effective Topic Modeling Approach under Resource-Limited Scenarios

Official implementation of "ConZIC: Controllable Zero-shot Image Captioning by Sampling-Based Polishing"

A Python Library for Deep Probabilistic Models

We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.

120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

😎 Awesome lists about all kinds of interesting topics

Curated list of project-based tutorials

Master programming by recreating your favorite technologies from scratch.

A list of popular deep learning models related to classification, segmentation and detection problems

Related papers for robust machine learning

Paper Reimplementation —— "D. P. Kingma and M. Welling. Auto-Encoding Variational Bayes. ICLR, 2014."

A classified list of meta learning papers based on realm.

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

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

📖 A curated list of resources dedicated to Natural Language Processing (NLP)

A curated list of awesome Deep Learning tutorials, projects and communities.

🎓 Path to a free self-taught education in Computer Science!

📚 List of awesome university courses for learning Computer Science!

Curated list of awesome GAN applications and demo

Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!