neeshmacpaul Goto Github PK

al-go-rithms

:musical_note: Algorithms written in different programming languages - https://zoranpandovski.github.io/al-go-rithms/

aws-servicebroker

AWS Service Broker

bitcoin

Bitcoin Core integration/staging tree

blueprint

A React-based UI toolkit for the web

brackets

An open source code editor for the web, written in JavaScript, HTML and CSS.

fastlane

🚀 The easiest way to automate building and releasing your iOS and Android apps

google-cloud-java

Google Cloud Client Library for Java

grin

Minimal implementation of the MimbleWimble protocol.

machinetest

neeshmacpaul

Config files for my GitHub profile.

openlibrary

One webpage for every book ever published!

pneumonia-diagnosis-using-xrays-96-percent-recall

BEST SCORE ON KAGGLE SO FAR , EVEN BETTER THAN THE KAGGLE TEAM MEMBER WHO DID BEST SO FAR. The project is about diagnosing pneumonia from XRay images of lungs of a person using self laid convolutional neural network and tranfer learning via inceptionV3. The images were of size greater than 1000 pixels per dimension and the total dataset was tagged large and had a space of 1GB+ . My work includes self laid neural network which was repeatedly tuned for one of the best hyperparameters and used variety of utility function of keras like callbacks for learning rate and checkpointing. Could have augmented the image data for even better modelling but was short of RAM on kaggle kernel. Other metrics like precision , recall and f1 score using confusion matrix were taken off special care. The other part included a brief introduction of transfer learning via InceptionV3 and was tuned entirely rather than partially after loading the inceptionv3 weights for the maximum achieved accuracy on kaggle till date. This achieved even a higher precision than before.

rules_foreign_cc

EXPERIMENTAL build rules for interfacing with "foreign" (non-Bazel) build systems

studentmanagementsystem

symfony_crud

Basic CRUD using Symfony

testcontainers-java

Testcontainers is a Java library that supports JUnit tests, providing lightweight, throwaway instances of common databases, Selenium web browsers, or anything else that can run in a Docker container.

tidb

TiDB is a distributed HTAP database compatible with the MySQL protocol

typescript

TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

youtube-dl

Command-line program to download videos from YouTube.com and other video sites