guptav96 Goto Github PK

aa-sipp-m

Algorithm for prioritized multi-agent path finding (MAPF) in grid-worlds. Moves into arbitrary directions are allowed (each agent is allowed to follow any-angle path on the grid). Timeline is continuous, i.e. action durations are not explicitly discretized into timesteps. Different agents' size and moving speed are supported. Planning is carried ou

autolabel

Label, clean and enrich text datasets with LLMs.

bagging-tree

Decision Tree, Bagging Trees and Random Forests Implementation from scratch in Python.

bandit-algorithms

A short implementation of bandit algorithms - ETC, UCB, MOSS and KL-UCB

bayes-classifier

Naive Bayes Classifier Implementation using Pandas Library

bdqn-pytorch

Efficient Exploration through Bayesian Deep-Q Networks.

clustering-algorithms-from-scratch

K-Means and Hierarchical Clustering Algorithms from scratch in Python. Analysis and Results on MNIST data included.

cs536-project

Course Project on Reproducing "Dynamic Adaptation of Software-defined Networks for IoT Systems: A Search-based Approach"

csn-212-assignments

decision-tree

Decision Trees Implementation using Information Gain and Entropy

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

gnn-group-recommender

guptav96.github.io

My Portfolio - Personal Website

igmc

Inductive graph-based matrix completion (IGMC) from "M. Zhang and Y. Chen, Inductive Matrix Completion Based on Graph Neural Networks, ICLR 2020 spotlight".

lr-svm

Logistic Regression and SVM implementation for a dating dataset, and comparison with Naive Bayes Classifier

minimal

Minimal is a Jekyll theme for GitHub Pages

pmm

political-bias-detection

Detecting Political Bias in News Media

rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

titanic-kaggle

trumpets

official repo for Trumpets: Injective Flows for Inference and Inverse Problems

webrtc-client-server

A client-server protocol for a bouncing ball using aiortc, opencv and multiprocessing in python