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Aditya Anantharaman's Projects

boids icon boids

Implementation of boids / bird flocking algorithm using processing javascript

gan-experiments icon gan-experiments

generating faces using conditional gans and performing vector manipulation of generated faces in latent space

gsoc_eval icon gsoc_eval

Evaluation test for GSOC Project: Python Analysis Package for AWAKE

important-ml-code-snippets icon important-ml-code-snippets

All important python code snippets as i learn them will be uploaded here with a detailed description of what it does.

keras-io icon keras-io

Keras documentation, hosted live at keras.io

ml101 icon ml101

Repo for Machine Learning Study Group

nn2 icon nn2

neural network with 2 layers(1 hidden layer)

nn3 icon nn3

Neural network with 3 layers (2 hidden layers)

reinforcement-learning-journey icon reinforcement-learning-journey

I'll describe my journey as I learn reinforcement learning from various resources online from scratch. This repo contains links to all the online resources I use to learn reinforcement learning.

rnn-numpy icon rnn-numpy

A simple RNN built from scratch using numpy. Inspired by a blog post of Andrej Karpathy from 2015. Can be used to train on simple data like dataset of dinosaur names. Can be used to generate new dinosaur names after training.

transfer-learning icon transfer-learning

Support code for the medium blog on transfer learning. Link to the blog in the Readme file.

visual-sort icon visual-sort

visualisation of popular sorting algorithms. Made with processing and javascript.

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