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Javier's Projects

asciidoctor-pdf icon asciidoctor-pdf

:page_with_curl: Asciidoctor PDF: A native PDF converter for AsciiDoc based on Asciidoctor and Prawn, written entirely in Ruby.

autogluon icon autogluon

AutoGluon: AutoML for Text, Image, and Tabular Data

deepo icon deepo

A Docker image containing almost all popular deep learning frameworks: theano, tensorflow, sonnet, pytorch, keras, lasagne, mxnet, cntk, chainer, caffe, torch.

dl-meetup-intro icon dl-meetup-intro

Code for participants of "NLP and Deep Learning: introduction - Session I" at Sthlm NLP Meetup of 22 Jan 2015

elegy icon elegy

Elegy is a framework-agnostic Trainer interface for the Jax ecosystem.

fastai icon fastai

The fastai deep learning library

hyperopt icon hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

hyperparameter_hunter icon hyperparameter_hunter

Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries

kagglebootcamp icon kagglebootcamp

NYC Data Science Bootcamp -- Kaggle project with Sara, Nico and Shu

kdd18-gluon icon kdd18-gluon

KDD18 Tutorial: Deep Learning and Natural Language Processing with Apache MXNet (Incubating) Gluon

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

lightgbm-with-focal-loss icon lightgbm-with-focal-loss

An implementation of the focal loss to be used with LightGBM for binary and multi-class classification problems

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