matleys Goto Github PK

airbnbwebscraping

Web Scraping the AirBNB website to get information (price, description, ammenities, etc.) about different listings given a location and a time period. Then subsequently using this information to train machine learning algorithms to predict the listing price.

cleanflights

Java information system (front-end and back-end) for a travel agency

craigslistpriceprediction

Cleaning Craigslist car data and developing supervised machine learning models to predict the price (link to Kaggle data: https://www.kaggle.com/austinreese/craigslist-carstrucks-data)

cython_bbox

dashwebappcovid-19

An interactive Dash Webapp for live COVID-19 statistics

deepqagent_cartpole

Deep Q Learning Agent applied to OpenAI's cartpole game

econometrics

Effect of an aging population on change in GDP

icnet_tf2

instapred

Predict likes of Instagram pictures

miscsmallprojects

Small miscellaneous projects in Java

news_nlp

NLP analysis of AGNews dataset using Spacy library

reinforcementlearningtaxi

Simle Q learning agent applied to taxi game

rl_thesis

Reinforcement Learning in Urban Care master thesis 2021

solarpowerprediction

Prediction of future Ac power generation of an Indian solar power company and application of the model to concrete use cases.

spotifyplaylistanalysis

Retrieving information about the songs in a playlist via Spotify's API and subsequently analyzing this information using machine learning algorithms.

stopandfrisknyc

Data preprocessing and visualization of NYC's Stop and Frisk action

stormcatcher

Web scraping major news sites and Twitter + data cleaning

techlabsexam

tf_layers

Tensorflow 2 layers

uberwebapp

NYC Uber visualizations and corresponding Dash webapp