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followers: 64.0 following: 36.0 repos: 24.0 gists: 0.0

Name: Harshit Varma

Type: User

Company: Google Research

Bio: Pre-Doctoral Researcher @Google-Research | IIT Bombay CSE | Previously: @adobe-research, @abacusai, @tubraunschweig

Location: Mumbai

Blog: https://hrshtv.github.io

My website can be found here.
More coursework related repositories can be found here.

Harshit Varma's Projects

attestable-semeval

Repository containing code of Team AttesTable at Task 9 SemEval 2021

bayesian-image-super-resolution

A Bayesian framework for Multi-Frame Image Super-Resolution. Based on "Bayesian Image Super-Resolution" (ME Tipping and CM Bishop, NeurIPS 2003)

cellular-automatons

A few cellular automatons implemented in C++ with an interactive GUI made using FLTK

classic-snake

The classic snake game implemented in C++ using the simplecpp package

ctreeot

[ICML 2023] Official code for our paper: 'Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models'

deep-learning-specialization-coursera

Contains all related code for the Deep Learning Specialization on Coursera, offered by deeplearning.ai

exploring-hr-diagrams

Estimating various properties of globular clusters from astrophotometric data

fcm-segmentation

Image Segmentation using Fuzzy C-Means Clustering with Bias Field Correction

hmm-pos-tagging

POS tagging using a Hidden Markov Model (HMM) with Viterbi Decoding

Image segmentation using the EM algorithm that relies on a GMM for intensities and a MRF model on the labels. Based on "Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm" (Zhang, Y et al.)

hrshtv

My GitHub profile README

machine-learning-coursera

Contains all related code for the Machine Learning course on Coursera, offered by Stanford University.

ml-from-scratch

Some Machine Learning algorithms implemented by me, mostly from scratch

mrf-segmentation-graph-cuts

An implementation of "Exact Maximum A Posteriori Estimation for Binary Images" (D. Greig, B. Porteous and A. Seheult)

nei-svm

Named Entity Identification (NEI) using SVM

pytorch-lmu

A PyTorch implementation of Legendre Memory Units (LMUs) and its FFT variant

region-quadtrees-for-images

Region quadtrees for operations on binary images, implemented in C++

shakespearean-text-generator

Character-Level LSTM used for generating Shakespearean text.

sketchy-turtle

A python turtle that sketches (almost) any image given to it, while mimicking the "human way" of sketching

statistical-shape-analysis

Statistical analysis of 2D shapes based on "Generalized Procrustes Analysis" (Gower, J.C.) and "Active Shape Models - Their Training and Application" (Cootes et al.)

topic2poem

End-to-End Conditional Poetry Generation

twitter-sentiment-analysis

BiLSTM with Multi-Headed Self Attention for sentiment classification of Twitter data, implemented in Keras and PyTorch.

wsd-word2vec-lesk

Word Sense Disambiguation using the Lesk algorithm with Word2Vec embeddings

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Harshit Varma's Projects

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