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Guillermo González's Projects

dnn-sentiment icon dnn-sentiment

Convolutional and recurrent deep neural networks for text sentiment analysis.

edward icon edward

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

facets icon facets

Visualizations for machine learning datasets

fancyimpute icon fancyimpute

Multivariate imputation and matrix completion algorithms implemented in Python

feather icon feather

Feather: fast, interoperable binary data frame storage for Python, R, and more powered by Apache Arrow

finetune icon finetune

Scikit-learn style model finetuning for NLP

firstcontactwithtensorflow icon firstcontactwithtensorflow

This repository contains the information required by the TensorFlow Hands-on at Summer Seminar ETSETB TelecomBCN, 4-8 July 2016

gcforest icon gcforest

Python implementation of deep forest method : gcForest

gcforest-1 icon gcforest-1

This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'

gcvar icon gcvar

Code base for Gaussian Copula Variational Inference

genetic icon genetic

A Python utility for solving problems with genetic algorithms

genetics icon genetics

A python library for genetic algorithms

gmcm icon gmcm

Unsupervised Clustering and Meta-analysis using Gaussian Mixture Copula Models

hdbscan icon hdbscan

A high performance implementation of HDBSCAN clustering.

hyperas icon hyperas

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

hyperopt icon hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

imbalanced-learn icon imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

ipython icon ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

jqm_cvi icon jqm_cvi

Small module with Cluster Validity Indexes (CVI)

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