Satwik Srivastava's repositories
AI-Plays-Retro-Games
In this project I train an AI agent powered by Reinforcement Learning to play Retro Games
NAS-Using-Evolutionary-Search
We have implemented a Neural Architecture Seacrh based on the Evolutionary Search Algorithm
Search-Strategies
In this project, I aim to create a package that contains all the basic search strategies employed in Artificial Intelligence and use them for one of the very basic tasks in AI. Pathfinding.
Severity-of-Error-in-Hierarchical-Datasets
Code for the paper Severity of Error in Hierarchical Datasets
AdvML-AANets
AANets adapted to a new dataset
Autodiff
Basic Autodiff Implementation using Computational Graphs
CV-DL-From-Basic-to-ResNets
Implementing Image classification using Simple Neural Networks to Residual Networks
dotfiles
Config files for sharing across devices
Emoji-Prediction-using-TL
Emoji Prediction Model using transfer learning
graph-theory-algos
Classic Graph Theory Algorithms done in CPP, Python and Java (For Practice). Inspired from @author William Fiset's course.
My-DSRL
A project with an experimentation done on DSRL
neural_renderer
A PyTorch port of the Neural 3D Mesh Renderer
Pandas-Data-Science-Tasks
Set of real world data science tasks completed using the Python Pandas library
Simple-Computer-Vision-Scripts
Scripts containing basic computer vision algorithms and methods
Sol-CV
Personal Computer Vision Libarary coded for better understanding and practice.