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Alex Soares's Projects

dynamicpoissonfactorization icon dynamicpoissonfactorization

Dynamic version of Poisson Factorization (dPF). dPF captures the changing interest of users and the evolution of items over time according to user-item ratings.

edward icon edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

eeglearn icon eeglearn

A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

elbow icon elbow

Flexible Bayesian inference using TensorFlow

elfi icon elfi

ELFI - Engine for Likelihood-Free Inference

elliptic-curves-rationals icon elliptic-curves-rationals

Code for the post "Elliptic Curves as Python Objects" implementing elliptic curve point addition over rational numbers.

emvic icon emvic

Kaggle's Eye Movements Identification and Verification Competition

eqgrp icon eqgrp

Decrypted content of eqgrp-auction-file.tar.xz

euler-3 icon euler-3

My solutions to Project Euler problems

fasttemplateperiodogram icon fasttemplateperiodogram

NlogN algorithm for least-squares fitting of periodic templates to noisy, non-equispaced time-series data.

ferns icon ferns

random ferns implementation

fft icon fft

Python code and wav files for the post "The Fast Fourier Transform Algorithm, and Denoising a Sound Clip"

firebwall icon firebwall

fireBwall is a modular firewall for Windows

forgetting icon forgetting

Repository of code for the experiments for the ICLR submission "An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Networks"

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