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magicheron's Projects

acoustic icon acoustic

This is the demo for Acoustic communication (as a potential alternative of NFC)

audionetwork icon audionetwork

Data transmission over sound waves written in JavaScript without any dependencies. All you need is just microphone, speakers and the browser!

csquery icon csquery

CsQuery is a complete CSS selector engine, HTML parser, and jQuery port for C# and .NET 4.

echart icon echart

iOS/iPhone/iPad Chart, Graph. Event handling and animation supported.

echarts icon echarts

Enterprise Charts | Github pages : http://ecomfe.github.io/echarts/index-en.html | Email : [email protected] | Baidu Hi : 1379172 |

esrgan icon esrgan

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution (Third Region)

find3 icon find3

High-precision indoor positioning framework, version 3.

graphexp icon graphexp

Interactive visualization of the Gremlin graph database with D3.js

ibm-hr-analytics-employee-attrition-performance icon ibm-hr-analytics-employee-attrition-performance

The IBM HR Analytics Employee Attrition & Performance dataset from the Kaggle. I have first performed Exploratory Data Analysis on the data using various libraries like pandas,seaborn,matplotlib etc.. Then I have plotted used feature selection techniques like RFE to select the features. The data is then oversampled using the SMOTE technique in order to deal with the imbalanced classes. Also the data is then scaled for better performance. Lastly I have trained many ML models from the scikit-learn library for predictive modelling and compared the performance using Precision, Recall and other metrics.

modeldb icon modeldb

A system to manage machine learning models

simpledlna icon simpledlna

A simple, zero-config DLNA media server, that you can just fire up and be done with it.

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