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Ruben Colomina's Projects

sci-pype icon sci-pype

A Machine Learning API with native redis caching and export + import using S3. Analyze entire datasets using an API for building, training, testing, analyzing, extracting, importing, and archiving. This repository can run from a docker container or from the repository.

simple_flask_app icon simple_flask_app

Simple Flask App with SQL Alchemy on SQLite3 as backend. Testing Celery+Redis.

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.

systematica icon systematica

Solutions to sample coding questions that I found online.

tinyxml icon tinyxml

Fork of TinyXML a simple, small, C++ XML parser.

tinyxml2 icon tinyxml2

TinyXML2 is a simple, small, efficient, C++ XML parser that can be easily integrated into other programs.

tornado icon tornado

Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.

vsims icon vsims

A very simple in-memory key-value store.

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