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.
☆31,399Oct 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Learn how to develop, deploy and iterate on production-grade ML applications.☆47,477Mar 4, 2026Updated last month
- Minimal and clean examples of machine learning algorithms implementations☆10,979Jun 15, 2025Updated 10 months ago
- A complete daily plan for studying to become a machine learning engineer.☆28,760Jun 11, 2024Updated last year
- The most cited deep learning papers☆26,126Jan 18, 2024Updated 2 years ago
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆29,043Mar 20, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!☆39,499Nov 27, 2022Updated 3 years ago
- A curated list of awesome Machine Learning frameworks, libraries and software.☆72,394Apr 26, 2026Updated last week
- Oxford Deep NLP 2017 course☆15,855Jul 2, 2023Updated 2 years ago
- TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)☆43,782Jul 26, 2024Updated last year
- 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained☆24,502Nov 23, 2025Updated 5 months ago
- TensorFlow tutorials and best practices.☆8,596Oct 22, 2020Updated 5 years ago
- The fastai deep learning library☆27,990Updated this week
- A curated list of awesome Deep Learning tutorials, projects and communities.☆27,981May 26, 2025Updated 11 months ago
- The "Python Machine Learning (1st edition)" book code repository and info resource☆12,612Nov 20, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Deep Learning for humans☆64,056Updated this week
- Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-m…☆15,400Oct 19, 2019Updated 6 years ago
- Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lect…☆12,803Oct 19, 2024Updated last year
- Python programs, usually short, of considerable difficulty, to perfect particular skills.☆24,319Apr 25, 2026Updated last week
- 120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.☆31,384May 8, 2024Updated last year
- An awesome Data Science repository to learn and apply for real world problems.☆28,968Apr 26, 2026Updated last week
- machine learning and deep learning tutorials, articles and other resources☆17,768Jun 12, 2024Updated last year
- Minimal examples of data structures and algorithms in Python☆25,437Mar 13, 2026Updated last month
- 100 Days of ML Coding☆50,802Dec 29, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.☆25,654Mar 19, 2026Updated last month
- Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)☆11,405Jun 17, 2022Updated 3 years ago
- TensorFlow - A curated list of dedicated resources http://tensorflow.org☆17,573Feb 8, 2026Updated 2 months ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆28,789Jul 18, 2024Updated last year
- Models and examples built with TensorFlow☆77,666Updated this week
- A collection of various deep learning architectures, models, and tips☆17,483Feb 8, 2024Updated 2 years ago
- All Algorithms implemented in Python☆220,406Apr 13, 2026Updated 2 weeks ago
- scikit-learn: machine learning in Python☆65,964Updated this week
- Python Data Science Handbook: full text in Jupyter Notebooks☆47,777Jun 26, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.☆346,793Mar 20, 2026Updated last month
- aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…☆28,170Jun 25, 2024Updated last year
- Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course☆10,844Apr 16, 2024Updated 2 years ago
- VIP cheatsheets for Stanford's CS 229 Machine Learning☆19,363May 20, 2020Updated 5 years ago
- 💫 Industrial-strength Natural Language Processing (NLP) in Python☆33,528Mar 28, 2026Updated last month
- Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book a…☆21,981Jul 13, 2023Updated 2 years ago
- Some useful websites for programmers.☆76,013Sep 16, 2025Updated 7 months ago