https://github.com/sandeepnmenon/machine-learning-experiments

Classification, Regression problems on available datasets
https://github.com/sandeepnmenon/machine-learning-experiments

Last synced: 24 days ago
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Classification, Regression problems on available datasets

• Host: GitHub
• URL: https://github.com/sandeepnmenon/machine-learning-experiments
• Owner: sandeepnmenon
• License: mit
• Created: 2018-02-25T10:38:00.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2024-06-15T01:27:10.000Z (5 months ago)
• Last Synced: 2024-06-15T02:32:15.249Z (5 months ago)
• Language: Jupyter Notebook
• Size: 199 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Machine-Learning-Experiments

## MNIST

MNIST is a large database of handwritten digits, commonly a "Hello World" dataset for ML experiments.

1. Classifier using MLP

## Melanoma

1. Classification of Melanoma or not using Convolution layers.

2. Segmentation on Melanoma dataset using UNet

## Neural Networks-Micrograd

1. Neural Network library from scratch with backpropagation and gradient descent. (inspired by [micrograd](https://github.com/karpathy/micrograd)