rasbt / python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
☆12,222Updated 5 months ago
Related projects: ⓘ
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆27,132Updated 5 months ago
- TensorFlow - A curated list of dedicated resources http://tensorflow.org☆17,182Updated 5 months ago
- Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)☆11,265Updated 2 years ago
- Minimal and clean examples of machine learning algorithms implementations☆10,707Updated last year
- Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. …☆23,828Updated 11 months ago
- machine learning and deep learning tutorials, articles and other resources☆15,338Updated 3 months ago
- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.☆25,165Updated 11 months ago
- Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-m…☆15,076Updated 4 years ago
- aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…☆26,674Updated 2 months ago
- The most cited deep learning papers☆25,388Updated 8 months ago
- A curated list of awesome Deep Learning tutorials, projects and communities.☆23,646Updated 4 months ago
- The "Python Machine Learning (2nd edition)" book code repository and info resource☆7,109Updated 3 years ago
- Oxford Deep NLP 2017 course☆15,641Updated last year
- This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.☆10,321Updated 3 years ago
- Python Data Science Handbook: full text in Jupyter Notebooks☆42,754Updated 2 months ago
- A curated list of data science blogs☆6,298Updated 3 months ago
- Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course☆10,189Updated 5 months ago
- common data analysis and machine learning tasks using python☆5,225Updated 5 months ago
- TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)☆43,359Updated last month
- Jupyter notebooks for the code samples of the book "Deep Learning with Python"☆18,440Updated 2 months ago
- Repository of teaching materials, code, and data for my data analysis and machine learning projects.☆6,067Updated last year
- TensorFlow tutorials and best practices.☆8,622Updated 3 years ago
- An awesome Data Science repository to learn and apply for real world problems.☆24,653Updated 2 weeks ago
- VIP cheatsheets for Stanford's CS 229 Machine Learning☆17,463Updated 4 years ago
- Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!☆37,950Updated last year
- Jupyter metapackage for installation, docs and chat☆14,859Updated this week
- TensorFlow Tutorials with YouTube Videos☆9,272Updated 3 years ago
- A complete daily plan for studying to become a machine learning engineer.☆28,073Updated 3 months ago
- Deep learning library featuring a higher-level API for TensorFlow.☆9,617Updated 4 months ago
- 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained☆22,950Updated 4 months ago