Links

Machine Learning

A placeholder for useful Machine Learning Links that I have come across

• fast.ai—Making neural nets uncool again
• Dive into Deep Learning
• Hugging Face – The AI community building the future
• Top 10 Javascript Libraries for Machine Learning and Data Science
• Foundations of Machine Learning
• Product Quantization: Compressing high-dimensional vectors by 97%
• An Overview of Logic in AI and Machine Learning
• Causal Inference: What If (the book)
• OpenNMT-py: Open-Source Neural Machine Translation
• Modern SAT solvers: fast, neat and underused
• The Machine Learning cheatsheet
• BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
• Understanding Deep Learning Book
• Model Based Machine Learning Book
• Deep Learning Interviews Book
• Mutlimodal Deep Learning Book
• Composing retrieval and language models for knowledge-intensive NLP NLP
• Papers with Code
• flair - framework for state-of-the-art NLP
• Key Papers in Deep RL
• Unifying Logical and Statistical AI
• Best of Machine Learning
• Searching PDFs with Python, Transformers and Machine Learning
• Visual Information Theory
• AllenNLP
• An Introduction To Data Science On The Linux Command Line
• The Transformer Family Version 2.0
• The Illustrated Transformer
• AI and ML Dev Tools You’ll Wish You’d Discovered Earlier
• Real World Example of AI Powered Parsing