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Faisal's Projects

talks icon talks

Just a place to store slides for my talks

telemanom icon telemanom

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

testdatageneration icon testdatageneration

Using webscraping to generate content for testing ElasticSearch / other locally hosted search engines

textblob icon textblob

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

textract icon textract

extract text from any document. no muss. no fuss.

thingsboard icon thingsboard

Open-source IoT Platform - Device management, data collection, processing and visualization.

timeseriesprediction icon timeseriesprediction

Time Series Prediction, Stateful LSTM; 时间序列预测,洗发水销量/股票走势预测,有状态循环神经网络

toonwatershader icon toonwatershader

Source code for Toon Water Shader tutorial for Unity. Renders and animates toon-style waves from a noise texture and generates shoreline foam based off the depth buffer.

training-data-generator icon training-data-generator

Generates artificial training data for use with machine learning. More specifically, it currently generates perspective transformed QR codes for the purpose of neural network based detection of QR codes. May output information about the generated pictures in CSV or JSON format. Work in progress.

trainingdatagenerator icon trainingdatagenerator

For machine learningpurposes, python script creates circles with bounding boxes, and accompanying annotations in the PASCAL VOC 2007 format. Intended for use with darkflow

tslearn icon tslearn

A machine learning toolkit dedicated to time-series data

tweettimer icon tweettimer

A very simple # search of twitter for data gathering

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