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.
☆31,967Oct 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.☆48,418Mar 4, 2026Updated 3 months ago
- Minimal and clean examples of machine learning algorithms implementations☆10,985May 7, 2026Updated last month
- A complete daily plan for studying to become a machine learning engineer.☆28,801Jun 11, 2024Updated 2 years ago
- The most cited deep learning papers☆26,155Jan 18, 2024Updated 2 years ago
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆29,206Mar 20, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!☆39,525Nov 27, 2022Updated 3 years ago
- A curated list of awesome Machine Learning frameworks, libraries and software.☆73,091Jun 18, 2026Updated 2 weeks ago
- Oxford Deep NLP 2017 course☆15,853Jul 2, 2023Updated 3 years ago
- TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)☆43,742Jul 26, 2024Updated last year
- 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained☆24,635Nov 23, 2025Updated 7 months ago
- TensorFlow tutorials and best practices.☆8,589Oct 22, 2020Updated 5 years ago
- The fastai deep learning library☆28,047Jun 22, 2026Updated last week
- A curated list of awesome Deep Learning tutorials, projects and communities.☆28,512May 26, 2025Updated last year
- The "Python Machine Learning (1st edition)" book code repository and info resource☆12,615Nov 20, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Deep Learning for humans☆64,102Updated this week
- Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-m…☆15,409Oct 19, 2019Updated 6 years ago
- Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lect…☆12,819Oct 19, 2024Updated last year
- Python programs, usually short, of considerable difficulty, to perfect particular skills.☆24,360Jun 26, 2026Updated last week
- 120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.☆31,557May 8, 2024Updated 2 years ago
- An awesome Data Science repository to learn and apply for real world problems.☆29,539Updated this week
- machine learning and deep learning tutorials, articles and other resources☆17,959Jun 12, 2024Updated 2 years ago
- Minimal examples of data structures and algorithms in Python☆25,489May 25, 2026Updated last month
- 100 Days of ML Coding☆51,316Dec 29, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.☆25,601May 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.)☆11,395Jun 17, 2022Updated 4 years ago
- TensorFlow - A curated list of dedicated resources http://tensorflow.org☆17,538Feb 8, 2026Updated 4 months ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆29,885Jul 18, 2024Updated last year
- Models and examples built with TensorFlow☆77,671Jun 19, 2026Updated 2 weeks ago
- A collection of various deep learning architectures, models, and tips☆17,541Feb 8, 2024Updated 2 years ago
- All Algorithms implemented in Python☆222,395Jun 19, 2026Updated 2 weeks ago
- scikit-learn: machine learning in Python☆66,498Updated this week
- Python Data Science Handbook: full text in Jupyter Notebooks☆48,697Jun 26, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…☆28,166Jun 25, 2024Updated 2 years ago
- Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.☆355,348Mar 20, 2026Updated 3 months ago
- Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course☆10,908Apr 16, 2024Updated 2 years ago
- 💫 Industrial-strength Natural Language Processing (NLP) in Python☆33,708May 19, 2026Updated last month
- VIP cheatsheets for Stanford's CS 229 Machine Learning☆19,693May 20, 2020Updated 6 years ago
- Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book a…☆22,061Jul 13, 2023Updated 2 years ago
- Some useful websites for programmers.☆76,232Sep 16, 2025Updated 9 months ago