State-of-the-art models for Knowledge Base Completion (KBC) for large KBs (such as FB15k1and YAGO) are based on tensor factorization (TF), e.g, DistMult, ComplEx. While they produce2good results, t…

Minimal PyTorch implementation of YOLOv3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

System design interview for IT companies

A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

Curated list of project-based tutorials

Must-read papers on graph neural networks (GNN)

A mix of GAN implementations including progressive growing

A set of distinct value estimators that give probabilistic bounds on a sets cardinality

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

The best competitive programming tutorials on codeforces for those who are not awesome yet.

Attempting to make the Deep Learning Book easier to understand.

PyTorch implementations of Generative Adversarial Networks.

💯 Curated coding interview preparation materials for busy software engineers

A curated awesome list of lists of interview questions. Feel free to contribute! 🎓

Learn OpenCV : C++ and Python Examples

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

Deep Learning and deep reinforcement learning research papers and some codes

C++ Implementation of Algorithms (aka. Spaghetti Source)

A collection of video resources for machine learning

Stanford ACM-ICPC related materials