Abhipanda4

Feature-Generating-Networks

Zero Shot Learning with Feature Generating Networks

Sparse-Autoencoders

Sparse Autoencoders using FashionMNIST dataset

GMMN-Pytorch

Implementation of Generative Moment Matching Networks in pytorch

dotfiles

Config files for manjaro linux

EvolutionaryNN

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

RQs_in_Regex_Graphs

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

CS345-Algo2-Assignments

Solutions to assignments of CS345A course at IIT Kanpur

Denoising-Autoencoders

Denoising Autoencoders in pytorch

Pong-DQN

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

PPO-PyTorch

Implementation of Proximal Policy Optimization(PPO)

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.

Policy-Gradients

Implementation of vanilla policy gradient algorithms

RL

Intro to Reinforcement Learning

thunder.nvim

My personal Neovim configuration

VaDE

Python code for paper - Variational Deep Embedding : A Generative Approach to Clustering

Battle-Of-DQNs

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

.i3

abhipanda4.github.io

Agent-Based-Modelling

CS330-NachOS

Implementation of NachOS as part of assignments in CS330

DDPG-PyTorch

Implementation of DDPG algorithm with bipedal walker

Evolutionary-Strategies

Using evolutionary strategies to optimize functions instead of gradient based approach

Java-Compiler

Compiler for java to x86 in python

Library_management_DBMS

DBMS project on Library Management System

mixture-vae

IITK Data Mining Project

PyTorch-Examples

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

Sentiment-Classification

Sentiment Analysis task using various representations and classification algorithms

utility_scripts

This repo contains a number of utility scripts for Ubuntu 16.04, written mainly in python3 or bashscript.

Video-Chatter

A client-server architectured application for video chat between any 2 online clients within the same network.