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jfaleiro's Projects

algos icon algos

Collection of barebones ML toy algos: cross-validation, stochastic gradient descent and more

ann-visualizer icon ann-visualizer

A python library for visualizing Artificial Neural Networks (ANN)

deeplearning icon deeplearning

Deep learning in a box. An image with all must-have deep learning tools and a sample of time series prediction using a recurrent neural network

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

keyvalue icon keyvalue

In-memory key value store supporting expiration time

markovchains icon markovchains

Prediction of a N-th item of a sequence (price variations, english sentences, genetic sequences, etc) based on previous (N-1) items using Markov Chains

powerconsumption icon powerconsumption

Analysis of measurements of electric power consumption in public households with a one-minute sampling rate over a period of almost 4 years.

predictivetyping_preliminaryanalysis icon predictivetyping_preliminaryanalysis

Exploratory analysis of english words based on markov chains and n-grams. First steps for creating a prediction algorithm for the next English word you will type, in different devices and in different types of media (twitter, blogs and news feeds).

pymb icon pymb

Micro-library for micro-benchmarks in Python: a micro-layer on top of timeit. Good showcase for behavioral testing.

quantlet icon quantlet

Codebase moved to gitlab: https://gitlab.com/quantlet/ QuantLET is an open source, event-driven framework for rapid development and deployment of real-time analytical models intended to be executing in large scale, in terms of data intensiveness or computing power (your spreadsheet can’t do that)

quickfixj icon quickfixj

QuickFIX/J is a full featured messaging engine for the FIX protocol. - This is the official project repository.

reactives icon reactives

QuantLET reactives. A framework for on-demand, real-time computations. Your spreadsheet on steroids.

rmarkdown_jsviz icon rmarkdown_jsviz

Short tutorial on knitr/markdown and JS visualization libraries googleVis and rCharts

rust icon rust

Empowering everyone to build reliable and efficient software.

smartworkout icon smartworkout

Have you ever imagined a scenario in which your training equipment would play the role of your personal trainer? This is actually what this whole analysis is all about. We predict how well people exercise based on data produced by accelarators attached to their belt, forearm, arm, and dumbell.

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