Harsha GoonewardanaWater Pump Failure Prediction in TanzaniaPrediction of maintenance needs for water pumps in TanzaniaJul 24, 20181Jul 24, 20181
Harsha GoonewardanaTuning a neural net on a noisy datasetEffects of L2 regularization, Neuron dropout and Early stop methodologies on model performanceJul 19, 2018Jul 19, 2018
Harsha GoonewardanaModel comparison using a noisy dataset -1Comparison of model performance on the Inside AirBnb dataset for New York City featuring linear and tree based models.Jul 18, 2018Jul 18, 2018
Harsha GoonewardanaPredicting gunshots incidents in DC: Mostly good newsTime series analysis of SpotSpotter data by seven police districts 2014–2017Jul 8, 2018Jul 8, 2018
Harsha Goonewardana#USAID on twitter : a quick NLP analysisI used to work in International Development and did a quick NLP analysis of the #USAID handleJun 12, 2018Jun 12, 2018
Harsha GoonewardanaNatural Language Processing analysis of r/The_DonaldI scraped the reddit r/The_Donald subreddit to conduct a sentiment and word analysis of submissions.Jun 7, 2018Jun 7, 2018