akastrin
Follow
📚 Learn
A list of recent papers about Graph Neural Network methods applied in NLP areas.
Notebooks and overall materials of the HybridNLP 2018@ISWC2018 tutorial (http://expertsystemlab.com/hybridNLP18/)
Must-read papers on network representation learning (NRL) / network embedding (NE)
A curated list of network embedding techniques.
A collection of papers, codes, projects, tutorials ... for Knowledge Graph and other NLP methods
A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).
Must-read papers on graph neural networks (GNN)
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
📖 A collection of pure bash alternatives to external processes.
Python best practices guidebook, written for humans.
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Learning Vim and Vimscript doesn't have to be hard. This is the guide that you're looking for 📖
An open access book on scientific visualization using python and matplotlib
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
A curated list of awesome command-line frameworks, toolkits, guides and gizmos. Inspired by awesome-php.
🎓 Path to a free self-taught education in Computer Science!
The Book of Statistical Proofs
📖 A curated list of resources dedicated to Natural Language Processing (NLP)
😎 A curated list of awesome GitHub Profile which updates in real time
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)
Community guide to using YubiKey for GnuPG and SSH - protect secrets with hardware crypto.