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followers: 14.0 following: 12.0 repos: 28.0 gists: 0.0

Name: Gurparkash Singh Sohi

Type: User

Company: Microsoft

Bio: Data Scientist @ Microsoft | CSE @ IIT Bombay [2020]

Location: Hyderabad

Blog: cse.iitb.ac.in/~gpssohi

Gurparkash Singh Sohi's Projects

black-box-attacks

Repository for Project of the course CS763 (Computer Vision).

conditional-neural-networks

Implementation of Conditional Neural Networks in Pytorch.

conditioned-text-to-speech

Repository for course project for CS753 (Automatic Speech Recognition)

connect-and-conquer

Implementation of the popular classic game using the functional programming paradigm, complete with multiplayer support and 3 levels of CPU difficulty and coded from scratch.

cs335-assignments

Repository for assignments of the course CS335 (Artificial Intelligence).

cs496-project

Repository containing code, papers, and report for CS496 (BTP-2).

cs663-assignments

Repository for assignments of the course CS663 (Digital Image Processing).

cs747_assignments

Repository for assignments of the course CS747 (Foundations of Intelligent and Learning Agents).

cs753_assignments

Repository for assignments of the course CS753 (Automatic Speech Recognition).

cs763-assignments

Repository for assignments of the course CS763 (Computer Vision).

deep-neural-decision-forests

A model combining Deep Neural Networks and (Stochastic) Random Forests.

diffusion-ddpm

A very simple, bare-bones implementation of diffusion from scratch.

A simple face detection and recognition system using Viola-Jones Algorithm for Detection and Convolutional Nets for recognition. Also included is a script to scrap celeb faces photos for training data.

gre-words

A list of useful GRE words gleaned from various sources with a simple terminal based program to run through them in a quiz format..

letterboxd-lists

Use this to get the intersection or union of lists of films on letterboxd.

locally-weighted-linear-regression

An implementation of Locally Weighted Linear Regression from scratch. LWLR is a very inefficient learning method but does really good in regression problems after hyper-parameter tuning.

lyrics

Get lyrics from "azlyrics.com" and display on the terminal.

mixture-of-gaussians

Implementation of Mixture of Gaussians Model for Density Estimation, made from Scratch.

musiquest

Repository for course project for CS387 (Database and Information Systems)

neural-net-experiments

Contains some simple experiments and observations on Neural Networks.

neural-question-generation

Finetuning a Transformer model for a seq2seq task and deploying it on the HuggingFace model hub (among other things).

opengl-sample-code

Some openGL code I wrote while learning from Cherno Tutorials.

pix2pix

Repository for course project for CS663 (Digital Image Processing)

prolog-problems

Solutions to some of the assignments and of questions from other online resources

support-vector-machines

An implementation of Support Vectors (using L2 Regularization) from scratch.

text-module

A predictive keyboard model made using the functional programming paradigm in Racket.

unified-random-forests

Implementations of various types of random forests based on a Research Paper by Microsoft. [Guide: Prof. Suyash Awate]

wordle-flexible

A simple implementation of the popular game wordle but without a fixed number of characters in the word.

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