heshanera/Algorithms

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Created over 8 years ago
Updated over 7 years ago

heshanera/Algorithms

heshanera

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Algorithm Implementations

HealthPlus

A Management System for a Health Care Facility. The system includes Registration of patients, Making appointments, Storing patient records, Billing in the pharmacy & Pharmacy stock controlling

LSTMnet

A Long Short Term Memory neural network for time series prediction. Memory blocks contain one memory cell in each. Weights for the network are randomly initialized.

POS

A simple POS system. React and Redux is used in the frontend. Backend server is developed in nodejs, mongodb. mongoose is used as an object data modeling library.

DTW

Dynamic Time Warping Algorithm can be used to measure similarity between 2 time series. Objective of the algorithm is to find the optimal global alignment between the two time series, by exploiting temporal distortions between the 2 time series.

CNNet

Convolutional Neural Network implemented in C++. Eigen library is used for matrix manipulations. Convolution layers, Activation layers, Pooling layers and Fully connected layers are available in the network.

SystemCalls

System calls in a linux operating system which request services from the kernel of the OS

VIPinfo

System for gather and display information (contributions to the society etc.) of VIP persons whose names are used for street and building names

IProc

A dynamic library for image processing. To Extract the pixel map of the image. Support PNG, JPG, TIF and BMP image file formats. Inbuilt methods for resizing, cropping, generating grayscale and binary images.

LSTMCNnet

A framework for time-series anomaly detection. The framework consists a prediction module and a detection module. Prediction module is based on LSTM and CNN. DTW is used in detection module .

react-form-build

Dynamic form creation module implemented using react. Can generate forms and interact with the generated from with view and edit modes. Allows adding custom elements.

PAClassifier

Online Passive Aggressive Binary Classifier

FitnessClub

Website for a gym for advertising purposes with a admin panel to manage the website. Developed using the codeigniter framework.

Binarize

Image binarization using opencv

TSPlot

Compare univariate temporal sequences

Plot

react-sse-consumer

React hook for consuming Server Sent Events (SSE). This is a wrapper built around the EventSource API. Handle EventSource events and consume named events sent from the server.

DBO

simple java database operator

EnterpriseServiceBus

Service Bus which enables multiple services to interact with each other. Implemented using Java Sockets, Java Native Interface (JNI) and Jython library. Can interact with Java, C++ and Python.

CharRecognizer

Character Recognition using an artificial neural network. Network is trained for 26 characters. Implemented in C++ and Magick++ API is used for pixel manipulation