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Name: Anirudh Shankar

Type: User

Anirudh Shankar's Projects

brain

Simulating a primordial brain. A biological (spiking) neural network structuring itself through natural selection.

evolutionary-algorithms

This repository contains code to solve hard knapsack problems using Genetic Algorithms and Ant Colony Optimization Algorithms

image-recognition-cnn

This repository contain the code to classify 104 types of flowers based on the Petals to Metal Kaggle Dataset

ipm-non-linear-optimization

This repository contains the code for solving a non-linear optimization problem using the Interior Point Algorithm

linear-optimization-simplex

Implementation of a General Purpose Linear Programming Solver using the Simplex Algorithm

ppo-pytorch

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

This project revolves about using an ensemble of various existing bio-inspired algorithms to determine the optimal sets of weights of a Spiking Neural Network and evaluating the performance of such an ensemble setting.

titanic-prediction

A project to demonstrate the usage of different Supervised Machine Learning Algorithms on the titanic dataset. The titanic dataset consists of features related to a passenger and the response is if a passenger survived the titanic disaster or not. A model to predict survival based on passenger features is built and deployed on an AWS EC2 Instance

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