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energy-forecasting

Exploration of smart meter data from the Low Carbon London project, followed by forecasting with ARIMA/SARIMA/SARIMAX models

forest-cover-eda

Playing around with some exploratory data analysis techniques on Kaggle forest cover data (see here: https://www.kaggle.com/c/forest-cover-type-prediction). Involves: data cleaning/recoding, plotting data distributions to check for kurtosis and skewness, mutual information and random forests for feature importance, PCA for dimensionality reduction

hector_api

API/dashboard built on top of EU MRV emissions data (https://mrv.emsa.europa.eu/#public/emission-report). Uses Flask, SQLAlchemy, Plotly, with some basic HTML/Grid.js frontend. Deployed with Docker.

miscmatlabjunk

mosaicmodel

phd_codes

retrosplenialmodel

Recent work on coding neural networks in matlab, making use of arrayfun and bsxfun for faster performance

spiketrainanalysis

twitter-sentiment-analysis

Exploring sentiment analysis: scraping tweets using Tweepy API, huggingface transformers for sentiment analysis, pandas for data analysis and wrangling, and seaborn for plotting.