Pinned Repositories
bcm-theory
BCM Simulations & Formation of Receptive Fields in a neuron
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.
content-based-recommender-system
A Content Based Recommender System based on Hadoop. Uses Netflix and IMDB Datasets for movie recommendations.
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
rkempter's Repositories
rkempter/content-based-recommender-system
A Content Based Recommender System based on Hadoop. Uses Netflix and IMDB Datasets for movie recommendations.
rkempter/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.
rkempter/bcm-theory
BCM Simulations & Formation of Receptive Fields in a neuron
rkempter/emotionWatch
SocialEmotionEye Application - Search for emotions in tweets sent during the Olympic Games 2012
rkempter/journal-visualisation
Visualising time-related data using the Gephi Toolkit. Creation of a video out of generated PNG images with ffmpeg.
rkempter/lastfm-data-requester
Test of the long tail hypothesis with Last.fm Charts data. Simple API request and CSV write.
rkempter/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.
rkempter/neuron-sarsa
Neuron network which learns to drive a car through a circuit. Use of the SARSA algorithm together with eligibility trace
rkempter/agrid.css
A light css responsive grid for any devices.
rkempter/arctic
High performance datastore for time series and tick data
rkempter/awsfabrictasks
rkempter/carrace
Car race interview question using treemap
rkempter/centralized-agents
Exercice 4 for Intelligent Agents course using the local search algorithm to solve a CSP problem.
rkempter/decentralized-auction-agents
Implementation of an auction algorithm for the salesman problem
rkempter/deliberative-agent
Deliberative Agent, Project 3 of Intelligent Agent course
rkempter/django-chosen
django FormFields using the Chosen javascript plugin for jQuery
rkempter/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.
rkempter/e100
e100 challenge
rkempter/emotionWatchServer
Node.js server with Restify
rkempter/hashtag-travel
A data processing application for instagrams. Generates travel topics in Paris with associated location using clustering and topic modeling.
rkempter/intel-agent-project-2
Intelligent Agent Exercice 2
rkempter/intelligent-agent-project-1
Intelligent
rkempter/keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.
rkempter/multiple-content-blocks
Allow for more content blocks in WordPress than just the one.
rkempter/PCML2013
Pattern Classification and Machine Learning Cheat Sheet for the 2012 Exam. This class is provided in EPFL.
rkempter/presentation
Base for Antistatique presentations
rkempter/report_instagram
rkempter/setup
Useful tools used in my development process
rkempter/spelling-error-corrector
Implementation of a Finite State Automaten Algorithm for Spell Error Checking
rkempter/swiss-commune-crawler
Web crawler that downloads the local construction law from each commune's website and converts the pdf files into text files.