Pinned

1. road_damage road_damage Public

   Road damage segmentation project using FastAi. Data collection, labelling and inference.

   Jupyter Notebook

2. car_damage_classifier car_damage_classifier Public

   Simple web app that classifies images of car damage using a Convolutional Neural Network model.

   CSS

3. Bondora_Defaults Bondora_Defaults Public

   Prediction of default rates for loan book of peer-2-peer lending company Bondora using logistic regression, decision tree and random forest models.. This is based on a dataset made available on Kag…

   Jupyter Notebook

4. GA-Capstone-Project GA-Capstone-Project Public

   Classification of Chinese song lyrics using supervised and unsupervised models. Also a prototype music player that interfaces with Spotify to filter and play songs by language difficulty.

   Jupyter Notebook 3

5. DS_Project_Auto_Setup DS_Project_Auto_Setup Public

   Mini bash project: an automatic system and Github setup for Data Science Projects. Creates a local repository system for a data science project using cookiecutter. Establishes a virtual environment…

   PowerShell

6. Colombo-Stock-Exchange-Investigation Colombo-Stock-Exchange-Investigation Public

   Investigated seasonality effects* of stock prices on the Colombo Stock Exchange in Sri Lanka. Applied GARCH time series models in R. *(at certain times of the year, month share prices can rise or f…

   R