Renato Kempter's repositories
content-based-recommender-system
A Content Based Recommender System based on Hadoop. Uses Netflix and IMDB Datasets for movie recommendations.
collaborative-filtering-recommander
Project for the Advanced Database Course at EPFL (Spring 2013). The tasks was to implement a Collaborative Filtering Recommander System based on the UV Decomposition Algorithm. Use of the Netflix Challenge Dataset. Tested on a cluster with 88 nodes. Final Root Mean Square Error of 0.86.
bcm-theory
BCM Simulations & Formation of Receptive Fields in a neuron
emotionWatch
SocialEmotionEye Application - Search for emotions in tweets sent during the Olympic Games 2012
journal-visualisation
Visualising time-related data using the Gephi Toolkit. Creation of a video out of generated PNG images with ffmpeg.
lastfm-data-requester
Test of the long tail hypothesis with Last.fm Charts data. Simple API request and CSV write.
mnist-digits-classification
Machine Learning Project 2013: MNIST Binary digits classification using both a Multi-Layer Perceptron and a Support Vector Machine. Implemented together with Khalil Hajji.
neuron-sarsa
Neuron network which learns to drive a car through a circuit. Use of the SARSA algorithm together with eligibility trace
agrid.css
A light css responsive grid for any devices.
centralized-agents
Exercice 4 for Intelligent Agents course using the local search algorithm to solve a CSP problem.
decentralized-auction-agents
Implementation of an auction algorithm for the salesman problem
deliberative-agent
Deliberative Agent, Project 3 of Intelligent Agent course
django-chosen
django FormFields using the Chosen javascript plugin for jQuery
dynamic-tweet_collector
An implementation of the Paper "Adaptive Method for Following Dynamic Topics on Twitter (Tamer Elsayed, Walid Magdy) in Python using the Natural Language Toolkit and sklearn. Still under construction.
emotionWatchServer
Node.js server with Restify
hashtag-travel
A data processing application for instagrams. Generates travel topics in Paris with associated location using clustering and topic modeling.
intel-agent-project-2
Intelligent Agent Exercice 2
intelligent-agent-project-1
Intelligent
multiple-content-blocks
Allow for more content blocks in WordPress than just the one.
presentation
Base for Antistatique presentations
spelling-error-corrector
Implementation of a Finite State Automaten Algorithm for Spell Error Checking
swiss-commune-crawler
Web crawler that downloads the local construction law from each commune's website and converts the pdf files into text files.