hasnainroopawalla/Machine-Learning-Algorithms-From-Scratch

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hasnainroopawalla/Machine-Learning-Algorithms-From-Scratch

hasnainroopawalla

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A repository of Machine Learning Algorithms implemented from scratch in Python

Ant-Colony-Optimization

A Python package to find the shortest path in a graph using Ant Colony Optimization

ShowML

A Python package of Machine Learning Algorithms implemented from scratch.

Image-Captioning-Scene-Descriptor

A CNN-LSTM model to generate a sentence/caption that describes the contents/scene of an image.

Jupyter Notebook

ScribbleNet

A Python library that classifies hand-drawn doodles into distinct classes (trained on the QuickDraw dataset by Google).

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ant-colony-simulation

Ant colony simulation in p5.js using React and TypeScript

Algorithm-Visualization-Python3

Draw Graphs and Visualize Algorithms (Sorting, Shortest Path, etc,) in Python3 (Pygame)

circuit-sim

A digital circuit simulator using React, TypeScript and p5.js

Captcha-Classification

A MATLAB project that solves CAPTCHA images using an Image pre-processing pipeline and Decision Trees.

super-resolution-vehicle-trajectory

A Master Thesis project to increase the temporal resolution of vehicle trajectories using recurrent time series imputation.