ML notebooks
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Updated
Jan 20, 2022 - Jupyter Notebook
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perceptron-learning-algorithm
Here are 4 public repositories matching this topic...
A curated collection of hands-on notebooks exploring core machine and deep learning concepts. Each notebook focuses on a specific topic - from linear models and foundational elements like broadcasting and autograd to advanced tasks such as custom layers, transfer learning, sequence modeling with RNNs, and representation learning with autoencoders.
python machine-learning linear-regression pytorch artificial-intelligence neural-networks software-development logistic-regression perceptron linear-models algorithm-development perceptron-learning-algorithm
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Updated
Jul 27, 2025 - Jupyter Notebook
Implementation of a PLA algorithm using Jupyter Notebooks.
python machine-learning machine-learning-algorithms jupyter-notebook perceptron jupyter-notebooks ufrj perceptron-learning-algorithm
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Feb 2, 2019 - Jupyter Notebook
This repository delves into the role of activation functions in perceptron-based classification models. It features a comprehensive Jupyter notebook demonstrating different activation functions, their mathematical foundations, and their impact on model performance.
jupyter-notebook artificial-intelligence perceptron tanh leaky-relu perceptron-learning-algorithm sigmoid-function activation-functions perceptron-neural-networks relu-network
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Updated
Aug 22, 2025 - Jupyter Notebook
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