Python Backpropagation

Open-source Python projects categorized as Backpropagation
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Topics: Machine Learning Natural Language Processing Python Numpy Deep Learning
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Top 3 Python Backpropagation Projects

  • Transformer-from-scratch

    Educational Transformer from scratch (no autograd), with forward and backprop.

    • Project mention: I made an Educational Transformer from scratch | /r/pytorch | 2023-12-10

    This project was my attempt at building that. It is as well-documented as I could make it, and can be trained or fine-tuned easily by editing the config.py file and running the run.py script. Anyone can get the code with:

  • yagrad

    yet another scalar autograd engine - featuring complex numbers and fixed DAG

    • Project mention: Yagrad – 100 SLOC autograd engine with complex numbers and fixed DAG | news.ycombinator.com | 2024-03-17

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  • DeepNeuralNetworksFromScratch

    Different kinds of deep neural networks (DNNs) implemented from scratch using Python and NumPy, with a TensorFlow-like object-oriented API.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python Backpropagation related posts

  • I made an Educational Transformer from scratch

    1 project | /r/pytorch | 10 Dec 2023

  • How can I make a better tokenizer?

    1 project | /r/MLQuestions | 7 Dec 2023

Index

What are some of the best open-source Backpropagation projects in Python? This list will help you:

Project Stars
1 Transformer-from-scratch 30
2 yagrad 25
3 DeepNeuralNetworksFromScratch 8

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