eriklindernoren / ML-From-ScratchView external linksLinks
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
☆30,655Oct 15, 2023Updated 2 years ago
Alternatives and similar repositories for ML-From-Scratch
Users that are interested in ML-From-Scratch are comparing it to the libraries listed below
Sorting:
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆46,245Aug 18, 2024Updated last year
- A complete daily plan for studying to become a machine learning engineer.☆28,720Jun 11, 2024Updated last year
- Minimal and clean examples of machine learning algorithms implementations☆10,946Jun 15, 2025Updated 7 months ago
- The most cited deep learning papers☆26,094Jan 18, 2024Updated 2 years ago
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆28,853Mar 20, 2024Updated last year
- Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!☆39,478Nov 27, 2022Updated 3 years ago
- A curated list of awesome Machine Learning frameworks, libraries and software.☆71,631Jan 29, 2026Updated 2 weeks ago
- Oxford Deep NLP 2017 course☆15,865Jul 2, 2023Updated 2 years ago
- TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)☆43,802Jul 26, 2024Updated last year
- TensorFlow tutorials and best practices.☆8,615Oct 22, 2020Updated 5 years ago
- The fastai deep learning library☆27,831Jan 29, 2026Updated 2 weeks ago
- 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained☆24,185Nov 23, 2025Updated 2 months ago
- Deep Learning for humans☆63,764Updated this week
- The "Python Machine Learning (1st edition)" book code repository and info resource☆12,586Nov 20, 2024Updated last year
- Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-m…☆15,401Oct 19, 2019Updated 6 years ago
- Python programs, usually short, of considerable difficulty, to perfect particular skills.☆24,272Updated this week
- Minimal examples of data structures and algorithms in Python☆24,972Jan 26, 2026Updated 2 weeks ago
- 120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.☆31,152May 8, 2024Updated last year
- An awesome Data Science repository to learn and apply for real world problems.☆28,311Feb 3, 2026Updated last week
- A curated list of awesome Deep Learning tutorials, projects and communities.☆27,533May 26, 2025Updated 8 months ago
- Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lect…☆12,787Oct 19, 2024Updated last year
- TensorFlow - A curated list of dedicated resources http://tensorflow.org☆17,757Updated this week
- Models and examples built with TensorFlow☆77,694Feb 5, 2026Updated last week
- machine learning and deep learning tutorials, articles and other resources☆17,524Jun 12, 2024Updated last year
- Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)☆11,383Jun 17, 2022Updated 3 years ago
- 💫 Industrial-strength Natural Language Processing (NLP) in Python☆33,173Nov 27, 2025Updated 2 months ago
- Python Data Science Handbook: full text in Jupyter Notebooks☆46,737Jun 26, 2024Updated last year
- 100 Days of ML Coding☆49,599Dec 29, 2023Updated 2 years ago
- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.☆25,861Oct 3, 2023Updated 2 years ago
- A collection of various deep learning architectures, models, and tips☆17,417Feb 8, 2024Updated 2 years ago
- scikit-learn: machine learning in Python☆64,973Updated this week
- Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course☆10,700Apr 16, 2024Updated last year
- aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…☆28,473Jun 25, 2024Updated last year
- Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book a…☆21,878Jul 13, 2023Updated 2 years ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆28,680Jul 18, 2024Updated last year
- An Open Source Machine Learning Framework for Everyone☆193,701Updated this week
- All Algorithms implemented in Python☆217,530Feb 2, 2026Updated last week
- An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.☆4,784Jan 15, 2023Updated 3 years ago
- A topic-centric list of HQ open datasets.☆72,724Jan 30, 2026Updated 2 weeks ago