RubensZimbres/Repo-2017 resource

Health v2 · maintenance only

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Adoption not part of the score

1191 stars · 667 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A personal collection of Python example scripts covering machine learning, deep learning, NLP, and reinforcement learning, built with Keras, Theano, and Lasagne. It serves as a reference codebase of models such as autoencoders, GANs, CNNs, and classifiers rather than a reusable library.

Use cases

• learn deep learning with keras example code
• find example gan implementation in python
• study nlp sentiment analysis code samples
• see autoencoder examples for audio and images
• reference reinforcement learning hyperparameter tuning
• explore word2vec and glove usage examples

When to choose

• you want readable example scripts for learning ML and DL concepts
• you need reference implementations of autoencoders, GANs, or NLP models in Keras
• you are studying older Theano/Lasagne codebases

When to avoid

• you need a production-ready library or maintained package
• you require current Keras/TensorFlow 2.x APIs since code targets keras 1.1.0
• you need a licensed, supported dependency in your project

Facets

learning-resource · maturity maintenance

machine-learning deep-learning nlp data-science machine-learning deep-learning data-science python keras theano lasagne example-code tutorials autoencoders gan word2vec sentiment-analysis reinforcement-learning natural-language-processing

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