Machine Learning Links
This is a placeholder for useful Links I have come accross.
Machine Learning
- 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
- The Top 20 Websites to Access Free Data for Practice