Renato Kempter (rkempter)

rkempter

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Location:Lausanne, Switzerland

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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.

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bcm-theory

BCM Simulations & Formation of Receptive Fields in a neuron

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emotionWatch

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

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journal-visualisation

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

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lastfm-data-requester

Test of the long tail hypothesis with Last.fm Charts data. Simple API request and CSV write.

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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.

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neuron-sarsa

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

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agrid.css

A light css responsive grid for any devices.

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arctic

High performance datastore for time series and tick data

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carrace

Car race interview question using treemap

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centralized-agents

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

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decentralized-auction-agents

Implementation of an auction algorithm for the salesman problem

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deliberative-agent

Deliberative Agent, Project 3 of Intelligent Agent course

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django-chosen

django FormFields using the Chosen javascript plugin for jQuery

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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.

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e100

e100 challenge

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emotionWatchServer

Node.js server with Restify

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hashtag-travel

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

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intel-agent-project-2

Intelligent Agent Exercice 2

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keras

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

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multiple-content-blocks

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

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PCML2013

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

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presentation

Base for Antistatique presentations

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setup

Useful tools used in my development process

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spelling-error-corrector

Implementation of a Finite State Automaten Algorithm for Spell Error Checking

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swiss-commune-crawler

Web crawler that downloads the local construction law from each commune's website and converts the pdf files into text files.

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