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Rui Furtado's Projects

ann-visualizer icon ann-visualizer

A python library for visualizing Artificial Neural Networks (ANN)

auction-system icon auction-system

This project was made during the course of "Databases". The project consists in an auction system

bubbledocs-software-engineering icon bubbledocs-software-engineering

This project was made in the course "Software Engineering". The application is used by multiple users, that can share (or not) spreadsheets between them. It's possible to write or read other user spreadsheets. The user can also export the spreadsheet to xml. All the interaction is made in the shell.

dadstorm icon dadstorm

This project was made during the course of "Development of Distributed Applications". It consists on a fault-tolerant real-time distributed stream processing system. Stream processing application is composed of a set of operators, each transforming a stream of tuples that is submitted to the operator’s input and that is output by the operator in its processed form.

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

gfc icon gfc

Documentation, data, and some source code for challenge participants.

grid-search icon grid-search

Grid Search estimator usually used to train parameters.

handson-ml3 icon handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

pdi-plugin-dlforecast icon pdi-plugin-dlforecast

Time series forecasting plugin for Pentaho Data Integration. Implemented using a simple, configurable DL4J LSTM network.

pdi-plugin-forexpredicton icon pdi-plugin-forexpredicton

A plugin to forecast how the FOREX market will be in a near future. It has the ability to compare different FOREX markets and output to the user helpful metrics about those.

spreadsheet-application icon spreadsheet-application

This project was made during the course of "Object oriented programming". It basically consists in a shell application that simulates a spreadsheet and where many operations could be performed over that spreadsheet

stockprediction icon stockprediction

Stock prediction with Genetic Algorithm and a Feed Forward Neural Network

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

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