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agrid.css

A light css responsive grid for any devices.

arctic

High performance datastore for time series and tick data

awsfabrictasks

bazingageocoderbundle

[Symfony2] Integration of Geocoder into Symfony2

bcm-theory

BCM Simulations & Formation of Receptive Fields in a neuron

carrace

Car race interview question using treemap

centralized-agents

Exercice 4 for Intelligent Agents course using the local search algorithm to solve a CSP problem.

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.

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.

e100

e100 challenge

emotionwatch

SocialEmotionEye Application - Search for emotions in tweets sent during the Olympic Games 2012

emotionwatchserver

Node.js server with Restify

expensemanager

Manage your finances

hashtag-travel

A data processing application for instagrams. Generates travel topics in Paris with associated location using clustering and topic modeling.

html5-boilerplate

Professional front-end template. So much goodness baked in by default

intel-agent-project-2

Intelligent Agent Exercice 2

intelligent-agent-project-1

Intelligent

journal-visualisation

Visualising time-related data using the Gephi Toolkit. Creation of a video out of generated PNG images with ffmpeg.

jqrangeslider

A jquery UI range selection slider that supports dates

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

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.

multiple-content-blocks

Allow for more content blocks in WordPress than just the one.

nba-sql

Project Course "Introduction to databases"

neuron-sarsa

Neuron network which learns to drive a car through a circuit. Use of the SARSA algorithm together with eligibility trace

pcml2013

Pattern Classification and Machine Learning Cheat Sheet for the 2012 Exam. This class is provided in EPFL.