abhipanda4 Goto Github PK

.i3

abhipanda4.github.io

agent-based-modelling

battle-of-dqns

A comparision between the performances of DQN and several of its variants using PyTorch and Pong.

cada-vae

Implementing Aligned VAE for GZSL

cnnpainter

Source code for project done as a part of CS771 course on Machine Learning, offered in the fall semester of 2017 at IIT Kanpur.

cs330-nachos

Implementation of NachOS as part of assignments in CS330

cs345-algo2-assignments

Solutions to assignments of CS345A course at IIT Kanpur

ddpg-pytorch

Implementation of DDPG algorithm with bipedal walker

denoising-autoencoders

Denoising Autoencoders in pytorch

django

Django Starters

dotfiles

Config files for manjaro linux

evolutionary-strategies

Using evolutionary strategies to optimize functions instead of gradient based approach

evolutionarynn

Using genetic Algorithm to decide best possible architecture of a Neural Network

feature-generating-networks

Zero Shot Learning with Feature Generating Networks

gmmn-pytorch

Implementation of Generative Moment Matching Networks in pytorch

java-compiler

Compiler for java to x86 in python

library_management_dbms

DBMS project on Library Management System

mixture-vae

IITK Data Mining Project

musicapp

An app to search and display songs by a user entered artist name(if search result is not null)

policy-gradients

Implementation of vanilla policy gradient algorithms

pong-dqn

Implementation of Deep Q Networks(DQN) in pytorch for solving Pong

ppo-pytorch

Implementation of Proximal Policy Optimization(PPO)

pytorch-examples

Various neural network models coded using pytorch framework to familiarize myself with pytorch.

rl

Intro to Reinforcement Learning

rqs_in_regex_graphs

Code for performing efficient Reachability Queries given in the form of regular expression in node and edge labelled graphs

searchgit

sentiment-classification

Sentiment Analysis task using various representations and classification algorithms

slam-algorithm

SLAM implementation using particle filters

sparse-autoencoders

Sparse Autoencoders using FashionMNIST dataset