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100daysbackenddev

This repo contains learnings from backend development. Main programming language will be golang.

2021-puzzle-graph-traversal-team-assignment

Solved 2021 puzzle using heuristics and A* search algorithm. Solved graph traversal using segments, distance and time based heuristics and A* search. Minimum cost team allocation using cost based heuristics

advanced-database-concepts

Completed below code as part of class CSCI-B-561

affiliatewebsite

affine-image-transforms-python

This is a tutorial in the form of a Jupyter notebook

ai-researcher-interview-prep

Repository contains leetcode questions, mathematical concepts and applied machine learning, reinforcement learning techniques codes

airflow-basics

alphafold

Open source code for AlphaFold.

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

autograder

Implemented hough transformation and canny edge detection to extract OMR regions from answer sheet. Used K means clustering to detect filled regions. Encrypted and injected correct answers in the answer sheet using barcodes

bayesian-weather-prediction

Used Bayesian Linear Regression with Zellner-g prior to predict future weather patterns

blog-posting-site

Made a blog posting site where user can post, edit, delete and view all available public blogs.

cc3d-player5

CC3D Player 5

coding-interview-university

A complete computer science study plan to become a software engineer.

compucell3d

CompuCell3D public source code repository

compucell3dreferencemanual

reference manual for CompuCell3D

dataanalyticsrevision

datasciencer

ddpg-experiments

This repository contains my experiments on OpenAi environments using Deep deterministic policy gradients

deconvfft

Config files for my GitHub profile.

dm_control

DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

docker-projects

Repository with some docker projects

fetch-and-slide-hre-pre

In this project, I attempt to solve fetch and slide open gym environment with Hindsight Experience Replay and the I experiment with Prioritised experience replay to see if there are any performance improvements

fitcoder

Personal portfolio

games-and-bayes

Created Animated (faster version) and simple (slower version) of AI for Qunitris game using expectminimax algorithm that learns probability distribution of pieces as the game goes on. Created chess playing AI using minimax algorithm. Create a simple naive bayesian classifier from scratch

gomicroservicesbasics

graphanalysisr

image-mapping

Mapping images via feature mapping. Used ORB to calculate feature keypoints and descriptors. Used PCA to analyse components and applied KMeans clustering to cluster similar images

image-stitching

Selected stitching points on both images using ORB and used RANSAC to remove outliers. Transformed images using homography matrix which allowed for stitching both images

image-transformations

Created transformation matrices based on options from command line including Translation, Eucledian/ Rigid Transformation, Affine transform. Created an inverse wrap by multiplying a homogeneous point with inverse translation matrix and used Bilinear interpolation to fill in the remaining gaps