Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)
☆1,780May 8, 2020Updated 5 years ago
Alternatives and similar repositories for deepLearningBook-Notes
Users that are interested in deepLearningBook-Notes are comparing it to the libraries listed below
Sorting:
- Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course☆10,708Apr 16, 2024Updated last year
- this repository accompanies the book "Grokking Deep Learning"☆7,687Jun 1, 2024Updated last year
- Attempting to make the Deep Learning Book easier to understand.☆1,079Sep 1, 2018Updated 7 years ago
- Companion webpage to the book "Mathematics For Machine Learning"☆15,069Mar 13, 2025Updated 11 months ago
- PRML algorithms implemented in Python☆11,720Apr 5, 2025Updated 10 months ago
- A collection of various deep learning architectures, models, and tips☆17,430Feb 8, 2024Updated 2 years ago
- The fastai deep learning library☆27,873Updated this week
- 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
- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.☆25,882Oct 3, 2023Updated 2 years ago
- VIP cheatsheets for Stanford's CS 229 Machine Learning☆19,294May 20, 2020Updated 5 years ago
- This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.☆10,379Dec 22, 2020Updated 5 years ago
- NYU Deep Learning Spring 2020☆6,790Jun 16, 2025Updated 8 months ago
- Jupyter notebooks for the code samples of the book "Deep Learning with Python"☆19,952Sep 18, 2025Updated 5 months ago
- Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"☆2,820Oct 2, 2020Updated 5 years ago
- Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lect…☆12,794Oct 19, 2024Updated last year
- The "Python Machine Learning (2nd edition)" book code repository and info resource☆7,195Oct 1, 2020Updated 5 years ago
- Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"☆5,060Jan 31, 2023Updated 3 years ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆46,426Aug 18, 2024Updated last year
- TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)☆43,803Jul 26, 2024Updated last year
- Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!☆39,475Nov 27, 2022Updated 3 years ago
- Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book a…☆21,900Jul 13, 2023Updated 2 years ago
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆28,896Mar 20, 2024Updated last year
- Python Data Science Handbook: full text in Jupyter Notebooks☆46,909Jun 26, 2024Updated last year
- VIP cheatsheets for Stanford's CS 230 Deep Learning☆6,923May 20, 2020Updated 5 years ago
- Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the mo…☆22,981Jul 28, 2024Updated last year
- aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…☆28,413Jun 25, 2024Updated last year
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆7,017Updated this week
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dm…☆9,990Apr 15, 2023Updated 2 years ago
- This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the …☆5,287Apr 21, 2023Updated 2 years ago
- The "Python Machine Learning (1st edition)" book code repository and info resource☆12,593Nov 20, 2024Updated last year
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including …☆28,302Aug 18, 2024Updated last year
- Public facing notes page☆10,793Sep 7, 2025Updated 5 months ago
- PyTorch Tutorial for Deep Learning Researchers☆32,199Aug 15, 2023Updated 2 years ago
- A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.☆16,394Feb 1, 2026Updated last month
- Overview of Modern Deep Learning Techniques Applied to Natural Language Processing☆1,324Mar 25, 2020Updated 5 years ago
- Resources for "Introduction to Deep Learning" course.☆756Sep 9, 2020Updated 5 years ago
- Simple PyTorch Tutorials Zero to ALL!☆3,973Mar 23, 2024Updated last year
- Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)☆939Dec 20, 2023Updated 2 years ago
- A curated list of awesome Deep Learning tutorials, projects and communities.☆27,610May 26, 2025Updated 9 months ago