machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn (by rasbt)
gdrl
Grokking Deep Reinforcement Learning (by mimoralea)
machine-learning-book | gdrl | |
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2 | 1 | |
2,863 | 747 | |
- | - | |
6.8 | 10.0 | |
8 days ago | about 2 years ago | |
Jupyter Notebook | Jupyter Notebook | |
MIT License | BSD 3-clause "New" or "Revised" License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
machine-learning-book
Posts with mentions or reviews of machine-learning-book.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-01-27.
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Implementing a ChatGPT-like LLM from scratch, step by step
Sorry, in that case I would rather recommend a dedicated RL book. The RL part in LLMs will be very specific to LLMs, and I will only cover what's absolutely relevant in terms of background info. I do have a longish intro chapter on RL in my other general ML/DL book (https://github.com/rasbt/machine-learning-book/tree/main/ch1...) but like others said, I would recommend a dedicated RL book in your case.
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"Machine Learning with PyTorch and Scikit-Learn" book
All the code examples are available here: https://github.com/rasbt/machine-learning-book
gdrl
Posts with mentions or reviews of gdrl.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-03.
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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?
When comparing machine-learning-book and gdrl you can also consider the following projects:
skorch - A scikit-learn compatible neural network library that wraps PyTorch
deep-rl-class - This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.