Plain python implementations of basic machine learning algorithms
☆4,408Jun 27, 2024Updated last year
Alternatives and similar repositories for machine_learning_basics
Users that are interested in machine_learning_basics are comparing it to the libraries listed below
Sorting:
- Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. …☆30,908Oct 15, 2023Updated 2 years ago
- An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.☆4,783Jan 15, 2023Updated 3 years ago
- 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained☆24,277Nov 23, 2025Updated 3 months ago
- Minimal and clean examples of machine learning algorithms implementations☆10,953Jun 15, 2025Updated 8 months ago
- Simple and comprehensive tutorials in TensorFlow☆2,856Jul 8, 2024Updated last year
- This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube☆7,633Apr 2, 2024Updated last year
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆28,896Mar 20, 2024Updated last year
- A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.☆6,254May 30, 2020Updated 5 years ago
- Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.☆1,830Dec 4, 2022Updated 3 years ago
- Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-m…☆15,398Oct 19, 2019Updated 6 years ago
- TensorFlow tutorials and best practices.☆8,611Oct 22, 2020Updated 5 years ago
- machine learning tutorials (mainly in Python3)☆3,441Jan 26, 2026Updated last month
- The "Python Machine Learning (1st edition)" book code repository and info resource☆12,593Nov 20, 2024Updated last year
- Python programs, usually short, of considerable difficulty, to perfect particular skills.☆24,277Updated this week
- Solved algorithms and data structures problems in many languages☆1,134Dec 13, 2024Updated last year
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆46,426Aug 18, 2024Updated last year
- Minimal examples of data structures and algorithms in Python☆25,345Feb 23, 2026Updated last week
- 120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.☆31,201May 8, 2024Updated last year
- The fastai deep learning library☆27,873Updated this week
- machine learning and deep learning tutorials, articles and other resources☆17,582Jun 12, 2024Updated last year
- 100 Days of ML Coding☆49,739Dec 29, 2023Updated 2 years ago
- Python Data Science Handbook: full text in Jupyter Notebooks☆46,909Jun 26, 2024Updated last year
- A complete daily plan for studying to become a machine learning engineer.☆28,721Jun 11, 2024Updated last year
- Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)☆11,391Jun 17, 2022Updated 3 years ago
- This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to …☆8,925Jun 25, 2019Updated 6 years ago
- Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!☆39,475Nov 27, 2022Updated 3 years ago
- A Python module for learning all major algorithms☆4,396Oct 11, 2025Updated 4 months ago
- Convert scans of handwritten notes to beautiful, compact PDFs☆4,843Mar 20, 2024Updated last year
- Simple and ready-to-use tutorials for TensorFlow☆4,507Dec 23, 2020Updated 5 years ago
- The most cited deep learning papers☆26,104Jan 18, 2024Updated 2 years ago
- A curated list of awesome Machine Learning frameworks, libraries and software.☆71,749Jan 29, 2026Updated last month
- TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)☆43,803Jul 26, 2024Updated last year
- Organized Resources for Deep Learning Researchers and Developers☆3,191Dec 22, 2022Updated 3 years ago
- An awesome Data Science repository to learn and apply for real world problems.☆28,451Updated this week
- VIP cheatsheets for Stanford's CS 229 Machine Learning☆19,294May 20, 2020Updated 5 years ago
- Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course☆10,708Apr 16, 2024Updated last year
- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.☆25,882Oct 3, 2023Updated 2 years ago
- Full Speed Python: a book for self-learners☆4,086Mar 28, 2023Updated 2 years ago
- Bitwise is an educational project where we create the software/hardware stack for a computer from scratch.☆5,247Mar 7, 2019Updated 6 years ago