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Jason Prendergast's Projects

bottlefileupload icon bottlefileupload

Upload a file to bottle host do nothing with it but enjoy knowing you can.

checkgpu icon checkgpu

Did I install cuDNN correct? This code will tell you

data_engineering icon data_engineering

Using a public data set to create training and testing data for machine learning

datetoseconds icon datetoseconds

This converts years to unix time from 1970 to now all the seconds. Output CSV from TXT

football_rnn icon football_rnn

Using some public football stats to build an RNN turns out XGBoost is much better who would have guessed?

hostingmodel icon hostingmodel

This uses a bottle server to host the model of lexicon based sentiment . This can then be used for classification on an AWS

hostingmodel_ui icon hostingmodel_ui

This is a user interface for a sentiment analysis model hosted with bottle.

nntitanic icon nntitanic

Using data to make prediction is fun. But learning how much data is enough data I had to test. This network is a fail at prediction but it was a really good case for data conversion. This was more about the processing of data as the data types seem to cover typical business data.

pygamefun icon pygamefun

Somewhere to upload my adventures in pygame

scratchkmeans icon scratchkmeans

After using SKlearn Kmeans time to make one from scratch to see how it works. SKlearn is fine but it hides so much from the programmer.

scratchsvm icon scratchsvm

Yeah building an SVM from scratch was really fun thanks Sentdex

serverlogging2 icon serverlogging2

Bottle server Logging with python logging tool for debugging. Logging to a text file.

sklearnkmeans icon sklearnkmeans

Sklearn Kmeans I explore the SKlearn lib with this I am using Kmeans

sklearnmeanshift icon sklearnmeanshift

Still learning the SKlearn lib. Using mean shift this time. Thanks Sentdex

svmsklearn icon svmsklearn

More machine learning this time using SKlearn. Wow SKlearn smoked my SVM massive performance increase.

threadedtraining icon threadedtraining

Threaded sentiment training for tweets. Producer class preprocessing and consumer class training.

wordmatching icon wordmatching

Using lists to check if words exists and counting how many unique words in a list.

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