Companion webpage to the book "Mathematics For Machine Learning"
☆15,121Mar 13, 2025Updated last year
Alternatives and similar repositories for mml-book.github.io
Users that are interested in mml-book.github.io are comparing it to the libraries listed below
Sorting:
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including …☆28,372Aug 18, 2024Updated last year
- VIP cheatsheets for Stanford's CS 229 Machine Learning☆19,293May 20, 2020Updated 5 years ago
- Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course☆10,712Apr 16, 2024Updated last year
- The fastai book, published as Jupyter Notebooks☆24,733Aug 16, 2024Updated last year
- Learn how to develop, deploy and iterate on production-grade ML applications.☆46,677Mar 4, 2026Updated last week
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,228Mar 5, 2026Updated last week
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆7,035Feb 26, 2026Updated 2 weeks ago
- "Probabilistic Machine Learning" - a book series by Kevin Murphy☆5,520Dec 10, 2025Updated 3 months ago
- Python Data Science Handbook: full text in Jupyter Notebooks☆47,054Jun 26, 2024Updated last year
- aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…☆28,428Jun 25, 2024Updated last year
- Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. …☆31,023Oct 15, 2023Updated 2 years ago
- A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, …☆29,919Feb 23, 2026Updated 3 weeks ago
- A collection of various deep learning architectures, models, and tips☆17,433Feb 8, 2024Updated 2 years ago
- The fastai deep learning library☆27,907Feb 26, 2026Updated 2 weeks ago
- NYU Deep Learning Spring 2020☆6,792Jun 16, 2025Updated 8 months ago
- PRML algorithms implemented in Python☆11,725Apr 5, 2025Updated 11 months ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆28,711Jul 18, 2024Updated last year
- A curated list of awesome Machine Learning frameworks, libraries and software.☆71,912Jan 29, 2026Updated last month
- Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lect…☆12,790Oct 19, 2024Updated last year
- Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!☆39,480Nov 27, 2022Updated 3 years ago
- Jupyter notebooks for the code samples of the book "Deep Learning with Python"☆19,967Sep 18, 2025Updated 5 months ago
- 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained☆24,301Nov 23, 2025Updated 3 months ago
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆30,926Updated this week
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆35,038Updated this week
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dm…☆10,258Apr 15, 2023Updated 2 years ago
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆157,783Updated this week
- 📺 Discover the latest machine learning / AI courses on YouTube.☆17,119Jan 22, 2024Updated 2 years ago
- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.☆25,834Oct 3, 2023Updated 2 years ago
- The "Python Machine Learning (2nd edition)" book code repository and info resource☆7,202Oct 1, 2020Updated 5 years ago
- Code for A Programmer's Introduction to Mathematics☆3,648Mar 4, 2023Updated 3 years ago
- All Algorithms implemented in Python☆218,613Updated this week
- Google Research☆37,452Updated this week
- MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville☆13,955Feb 3, 2026Updated last month
- this repository accompanies the book "Grokking Deep Learning"☆7,687Jun 1, 2024Updated last year
- Tensors and Dynamic neural networks in Python with strong GPU acceleration☆98,243Updated this week
- Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book a…☆21,916Jul 13, 2023Updated 2 years ago
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆28,913Mar 20, 2024Updated last year
- Natural Language Processing Best Practices & Examples☆6,448Aug 30, 2022Updated 3 years ago
- Animation engine for explanatory math videos☆85,264Updated this week