Andrew-NG-Notes
gdrl
Andrew-NG-Notes | gdrl | |
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1 | 1 | |
2,266 | 747 | |
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0.0 | 10.0 | |
2 months ago | over 2 years ago | |
Jupyter Notebook | Jupyter Notebook | |
- | BSD 3-clause "New" or "Revised" License |
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Andrew-NG-Notes
gdrl
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How to proceed further? (Learning RL)
I would recommend looking at Grokking Deep RL if you are looking for some hands on DRL practice in python without starting completely from scratch. You can find some of the jupyter notebooks here.
What are some alternatives?
Mathematics-for-Machine-Learning-and-Data-Science-Specialization-Coursera - Mathematics for Machine Learning and Data Science Specialization - Coursera - deeplearning.ai - solutions and notes
deep-rl-class - This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.
machine_learning_complete - A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
World4AI - World4AI is an educational resource for AI.
fsdl-text-recognizer-2022-labs - Complete deep learning project developed in Full Stack Deep Learning, 2022 edition. Generated automatically from https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022
baselines - OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
DeepNeuralNetworksFromScratch - Different kinds of deep neural networks (DNNs) implemented from scratch using Python and NumPy, with a TensorFlow-like object-oriented API.
Practical_RL - A course in reinforcement learning in the wild
strategy-ml-nn - This example shows how to use neural networks for writing a trading system on stocks.
Reinforcement-Learning - Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
embedml - pytorch like machine learning framework from scratch
stable-baselines3 - PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.