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cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

complex-networks-community-detection

Detection of communities in complex networks as network clustering by networks distance metrics.

complex-networks-descrpitors-analysis

Complex Network feature analysis from real life networks of different size.

complex-networks-epidemic-spreading

In this project it is analyzed the behavior of dynamics in complex networks and how can a condition of one node may be spread to certain nodes in the network, this consider Monte Carlo sampling probability.

complex-networks-models-generation

Topology Analysis of networks generation from models: BarbasiAlbert, ErdosRenyi, Configuration

eitp1_eda_pimactyhouses

The Matrix SQL 12.7.21 Project 1 - Data Pre Processing

eitp2_classifier_mnist

The Matrix SQL 12.7.21 Project 2 - Model Training

eitp3_regressor_pimactyhouses

eitp4_sentimentanalysis_tweets

eitp7_autoencoders_anomalydetection

Anomaly Detection Implementing Autoencoders

gwo-and-ga-optimizing-networks-topologies

Chaotic Grey Wolf Optimizer and Genetic Algorithm Optimizing Networks Topologies

life

OpenGL + SDL. It will be done with OpenMP, MPI and GPGPU programming

machinelearning-c---code

using c++ code to show the example of machine learning

natural-language-summary-generation-from-structured-data

Implementation of the paper -> https://arxiv.org/abs/1709.00155. For converting information present in the form of structured data into natural language text

prism-rule-based-classification

A rule-based classfier, featuring a non-ordered technique with a non-incremental and selector-based learning style, comprising a general-especific learning approach assuring a 100% precison of classification.

random-forest-classification

This project recalls the implementation of random forest based on CART decision trees (gini-index) to solve different classification tasks.