Varshant Dhar's repositories
varshantdhar.github.io
Paper reading notes on deep learning and machine learning
ConvAttention
Marrying Convolution and Attention - https://arxiv.org/abs/2106.04803
Reading_Papers
Paper reading notes on deep learning and machine learning
TimeGAN-PyTorch
Time Series Generative Adversarial Network implementation in PyTorch
ALAML
Active Learning Automated Machine Learning
Consensus
Building a website for discussion & opinions on the discourse of the world.
CausalConv
Temporal Convolutions with WeightNorm, mixed dilations
ml-scratch
Developing Deep Learning models from scratch to better understand the end-to-end process.
madrid-airbnb-pricing-predictions
Random Forest Model to predict AirBnb prices based in Madrid
rl_nonparametric_reduced_action_space
Using nonparametric models to reduce the action space for observed states. Optimizes Deep Q-Learning to learn the optimal policy.
GMM
Variational Inference in Gaussian Mixture Model
spatio-temporal-covid-19
Exploit a flexible Bayesian nonparametric covariance regression framework to map these location-specific COVID incidences onto a lower-dimensional subspace. Use Factor analysis models to exploit the high rate of spatial and temporal redundancy in the data
Machine-Learning
Machine Learning Projects worked on in Spring 2018 while taking CMSC 25025
HMM-Parts-of-Speech
HMM for Parts of Speech
Databases-SQL-Java-
Projects from CMSC 23500
skills-ml
Data Processing and Machine learning methods for the Open Skills Project
matching-tool
Integrating HMIS and criminal-justice data
NBA-Projections
Ranking regression algorithm to predict the counting stats for 60 young NBA players over the next three seasons. Algorithm employs FiveThirtyEight's CARMELO projections and derives statistics from basketball-reference.com
DSaPP_RA_Project
This repository includes an exercise for aspiring DSaPP volunteers and research assistants to complete
MyShell
Command Line Interpreter - Project as a part of Introduction to Computer Systems (Fall 2016) - Code in myshell.c
Cache-Sim
A Cache Simulator - Project as a part of Introduction to Computer Systems (Fall 2016) - Code in cachelab.c & csim.c
RayTracer
RayTracer project worked on in Winter 2016 as a part of CMSC 152 - Introduction to Computer Science II (Data Structures and Algorithms)