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Daniel Acorsi's Projects

ceal_keras icon ceal_keras

Implementation of "Cost-Effective Active Learning for Deep Image Classification" paper

domain-driven-hexagon icon domain-driven-hexagon

Learn Domain-Driven Design, software architecture, design patterns, best practices. Code examples included

imagefilter icon imagefilter

WEKA filter that uses LIRE to extract image features

marketgan icon marketgan

Implementing a Generative Adversarial Network on the Stock Market

modal icon modal

A modular active learning framework for Python3

stockpredictionai icon stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

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