Pinned Repositories
BP-for-SpikingNN
Spatio-temporal BP for SNNs
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
SNN-Evolutionary-Ensemble
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
shanka19's Repositories
shanka19/IPM-Non-Linear-Optimization
This repository contains the code for solving a non-linear optimization problem using the Interior Point Algorithm
shanka19/SNN-Evolutionary-Ensemble
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.
shanka19/BP-for-SpikingNN
Spatio-temporal BP for SNNs
shanka19/Brain
Simulating a primordial brain. A biological (spiking) neural network structuring itself through natural selection.
shanka19/Evolutionary-Algorithms
This repository contains code to solve hard knapsack problems using Genetic Algorithms and Ant Colony Optimization Algorithms
shanka19/Image-Recognition-CNN
This repository contain the code to classify 104 types of flowers based on the Petals to Metal Kaggle Dataset
shanka19/Linear-Optimization-Simplex
Implementation of a General Purpose Linear Programming Solver using the Simplex Algorithm
shanka19/PPO-PyTorch
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
shanka19/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