Mitesh Shah's repositories
Better-Music-Recommendation
There are a lot of techniques for recommendation which use a collaborative or content based filtering methods. In this project we try to avoid the complexity of content based filtering method but achieve better results by using the play sequence of tracks to develop song-song similarities and then use it to regularize various matrix factorization methods for recommendation to improve recommendations.
FluentDockerfileGenerator
A simple toy example of a fluent api to easily write a Dockerfile.
lost-and-found-iiith
A Lost and Found Website created using Node.JS and HTML/CSS/Bootstrap Frontend!
EpubGenerator
A C# project that can generate a valid ePub file
Genetic-Algorithms-ML-Code
Practice code for all the chapters of the book "Genetic Algorithms and Machine Learning for Programmers"
BackgroundJobService
A PoC of implementing a basic BackgroundJobService from Scratch.
Neural-Network-and-CNN
Implemented a 3 Layer Neural Network from Scratch and Implemented Forward Pass of LeNet (a CNN) from Scratch
Perceptrons-and-LSA
Implemented Vanilla Perceptron, Voted Perceptron, LSA (Latent Semantic Analysis)
Wiki-Search-Engine
A search engine created on wikipedia dump using python (from scratch) that indexes and retrieves documents fast. Indexing takes around 11 hours on a 56 GB Dump. Ranked Retrieval is done in about 5 seconds.
blog-old
My Personal Blog made using Gatsby.JS and using the Novella Narrative Theme
book-blog
A blog where I write about books, and share what I learnt from them.
codefundo-2018
The repo for the CodeFunDo++ 2018 Submission
Custom-Blockchain-Cryptocurrency
Created my own Blockchain and Cryptocurrency using Node.Js
Distributed-Platform
Built a Distributed Platform that is capable of managing & deploying tensor-flow models on it. The platform was built using micro-service based architecture with features like auto-scaling, scheduling, centralized logging, monitoring, notification, high-availability and fault tolerance.
educative.io_courses
this is downloadings of all educative.io free student subscription courses as pdf from GitHub student pack
Flask-Tutorial
Instructions and Demo Codes I made for the Flask Tutorial I made for Scripting TAship
gatsby-theme-novela-example
An example repository showing how to gatsby-theme-novela
HeadFirstDesignPatternsCode
Code for the Book HeadFirst Design Patterns written in C# by me
hugo-blog
My blog, but implemented using Hugo instead of Gatsby
Intro-to-Deep-Learning
This repo contains ipython notebooks to give preliminary introduction to freshers.
ipython-notebooks
A collection of IPython notebooks covering various topics.
Machine-Learning-From-Scratch
A repo of all the ML algorithms I try to implement from scratch
MitSharp
Collection of some C# classes and utilities I built for myself
Multi-Arm-Bandits-and-Winnow
Implemented Various Multi Arm Bandit Algorithms like EXP3, UCB, Epsilon Greedy and Winnow's Algorithm for Classification from Scratch
Parallel-Neural-Networks
Implementation of 3 Layer Neural Networks in C++ from scratch and Parallel Version of it using OpenMP (tasked with Handwriting Recognition)
portfolio
My Personal Portfolio Site
practical-machine-learning-with-python
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
project-based-learning
Curated list of project-based tutorials