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Pinned repositories

  1. House-Prices-Advanced-Regression-Kaggle-Dataset-

    Regression modelling (Lasso, Ridge, xgboost, SVR) and exploratory analysis of Ames, Iowa dataset. Also contains exploratory analysis of London House prices in Tableau

    Python 1 1

  2. GrantNav_Challenge2

    An interesting visualisation created in D3 for the 360Giving Data Visualisation Challenge Fund submission


  3. Lime_PyCon2018_Poster

    Explaining machine learning model prediction using lime on two datasets: Image classification on Food 101 dataset and Customer churn for a telco company

    Jupyter Notebook

  4. TwitterAnalytics_PyCon2018

    NLP and Visualisation using Twitter Data for Global Health. Contains text processing, unsupervised methods (LDA, t-SNE) and Sentiment Analysis in Python. Interactive visualisation dashboard in D3

    Python 3

  5. London-Datastore-Wellbeing-Data-GWR-Modelling-and-Clustering-

    GIS project - Use of geographically weighted regression and k-means clustering in R to investigate patterns of wellbeing in London in 2011. Includes use of shapefiles, spatial data frames and outpu…

    R 1

  6. Recommendation-modelling-in-Apache-Spark

    Using collaborative filtering model (ALS) implemented in Apache Spark to recommend movies based on ratings given by similar users

    Jupyter Notebook 1

136 contributions in the last year

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Contribution activity

December 2018

ryankarlos has no activity yet for this period.

November 2018

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