himabindugssn Goto Github PK

ai-pathfinding-game

Built during Microsoft Engage program. This is a simulation uses the A star algorithm to find the shortest path to the destination.

araku-valley-tourism-website

A multi-page website for Araku Valley tourism created using HTML,CSS and Javascript.No templates have been used.

brain-stroke-prediction

ML based tool to assist neurologists who treat brain stroke patients. Worked on real world data.

calculator

A basic calculator built using HTML, CSS and Javascript.

clustering-emojis

Clustering of 800+ emojis using unsupervised ML techniques for a emoji classification problem.

coding-interview-university

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

cryptography-algorithms-analysis

data-visualisation-using-seaborn

deep_and_machine_learning_projects

This Repository contains the list of various Machine and Deep Learning related projects. Related code and data files are available inside this folder. One can go through these projects to implement them in real life for specific use cases.

dislabproject

drsa

Deep Recurrent Survival Analysis, an auto-regressive deep model for time-to-event data analysis with censorship handling. An implementation of our AAAI 2019 paper and a benchmark for several (Python) implemented survival analysis methods.

dynamic-emoji-prediction

Smart tool for predicting emojis and text using dynamic features and NLP.

feed_forward_network-multiple-hidden-layers-

FFN for binary and multi class classification (multiple hidden layers).

feed_forward_network-simple-

1 hidden layer has been taken. Random generated clusters of data have been used. Accuracy of sigmoid neuron model and feed forward network has been compared.

folder-structure-conventions

Folder / directory structure options and naming conventions for software projects

genuinemetrics

A web application that extracts, analyzes and generates a report of product's opinions(reviews) using NLP.

google-play-scraper

Node.js scraper to get data from Google Play

google-play-scraper-1

Google play scraper for Python inspired by <facundoolano/google-play-scraper>

gplaydashboard

himabindugssn

implementation

ins_lab

lane-detection-using-opencv

Pipeline for detecting the lane lines using OpenCV.

loan-application-approval-prediction

Built a loan application approval prediction system using Machine Learning. Besides that, used pandas to get values for some queries.

machine-learning-algorithms-

Implementation of standard ML algorithms from scratch using NumPy.

majorproject

mp-neuron-standard-eg-

MP Neuron model has been implemented on breast cancer dataset available in sklearn.

nlp_in_action

Do NLP tasks with some SOTA methods

plant_disease_detection

Plant Disease Detector Web Application

pre-requisites-for-sigmoid-neuron

Understanding a 3D plot and hence using it for brute force search to find parameters ; defining a class for sigmoid neuron.