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Learn how to design, develop, deploy and iterate on production-grade ML applications.
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
The fastai book, published as Jupyter Notebooks
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸
Practice your pandas skills!
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K…
A scikit-learn compatible neural network library that wraps PyTorch
The 3rd edition of course.fast.ai
Code samples from the book Web Scraping with Python http://shop.oreilly.com/product/0636920034391.do
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
A better notebook for Scala (and more)
Repo for the Deep Learning Nanodegree Foundations program.
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
Language-Agnostic SEntence Representations
🛠 All-in-one web-based IDE specialized for machine learning and data science.
A Code-First Introduction to NLP course
A high performance implementation of HDBSCAN clustering.
A library for debugging/inspecting machine learning classifiers and explaining their predictions
Datasets, tools, and benchmarks for representation learning of code.
Code for the paper "ViperGPT: Visual Inference via Python Execution for Reasoning"
Tutorials and training material for the H2O Machine Learning Platform
Google Colaboratory Notebooks and Repositories (by @firmai)
Demonstrations of Magenta Models