Pen and paper exercises in machine learning
☆2,621May 21, 2024Updated last year
Alternatives and similar repositories for ml-pen-and-paper-exercises
Users that are interested in ml-pen-and-paper-exercises are comparing it to the libraries listed below
Sorting:
- 🎓 Sharing machine learning course / lecture notes.☆6,397May 16, 2024Updated last year
- ☆1,478Sep 16, 2022Updated 3 years ago
- Machine Learning Notebooks☆3,436Apr 9, 2024Updated last year
- 📺 Discover the latest machine learning / AI courses on YouTube.☆17,111Jan 22, 2024Updated 2 years ago
- 🧠 A study guide to learn about Transformers☆1,626Jun 3, 2023Updated 2 years ago
- 🧮 A collection of resources to learn mathematics for machine learning☆5,788Jan 24, 2023Updated 3 years ago
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆7,027Feb 26, 2026Updated last week
- 200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.☆2,370Dec 9, 2025Updated 2 months ago
- "Probabilistic Machine Learning" - a book series by Kevin Murphy☆5,515Dec 10, 2025Updated 2 months ago
- A playbook for systematically maximizing the performance of deep learning models.☆29,879Jun 18, 2024Updated last year
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆12,410Aug 31, 2023Updated 2 years ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆28,706Jul 18, 2024Updated last year
- Explanation to key concepts in ML☆8,530Jun 30, 2025Updated 8 months ago
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including …☆28,302Aug 18, 2024Updated last year
- ☆8,717Sep 22, 2024Updated last year
- Machine Learning Engineering Open Book☆17,286Feb 21, 2026Updated 2 weeks ago
- It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; ho…☆4,809Aug 22, 2025Updated 6 months ago
- A curated list of references for MLOps☆13,717Nov 21, 2024Updated last year
- https://huyenchip.com/ml-interviews-book/☆4,533Mar 21, 2025Updated 11 months ago
- Solve puzzles. Learn CUDA.☆11,970Sep 1, 2024Updated last year
- A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-sou…☆1,175Mar 1, 2026Updated last week
- Probabilistic Machine Learning: Advanced Topics☆1,524Dec 10, 2025Updated 2 months ago
- The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.☆12,462Nov 26, 2025Updated 3 months ago
- This repository contains demos I made with the Transformers library by HuggingFace.☆11,511Updated this week
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆23,257Feb 26, 2026Updated last week
- Understanding Deep Learning - Simon J.D. Prince☆9,145Feb 24, 2026Updated last week
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆30,906Updated this week
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆34,987Updated this week
- 🏅 Collection of Kaggle Solutions and Ideas 🏅☆6,345Feb 5, 2026Updated last month
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,415Feb 20, 2026Updated 2 weeks ago
- Data science interview questions and answers☆9,786Feb 19, 2026Updated 2 weeks ago
- Solve puzzles. Improve your pytorch.☆3,966Jul 15, 2024Updated last year
- The full minitorch student suite.☆2,315Aug 17, 2024Updated last year
- Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course☆10,709Apr 16, 2024Updated last year
- Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.☆7,600Mar 14, 2024Updated last year
- Free MLOps course from DataTalks.Club☆14,279Dec 1, 2025Updated 3 months ago
- Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data …☆11,358Jan 13, 2026Updated last month
- A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training☆23,845Aug 15, 2024Updated last year
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,985Jun 16, 2024Updated last year