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advanced_training

Advanced Scikit-learn training session

analysisofalgorithms

Algorithms projects

ast-node-encoding

A tool to convert nodes in an Abstract Syntax Tree into vector embeddings

authorprofiling

Author profiling @PAN 2015

automatic_summarization

Some tests of Automatic summarization libraries

breakhis-ml

University of Edinburgh Deep Learning Course - Final Project

card2code

A code generation dataset for generating the code that implements Hearthstone and Magic The Gathering card effects.

collaborative_filtering

Collaborative filtering in python

comia-2015-slides

Slides for the research talk @INFOTEC Aguascalientes

computerarchitecture

Final project for the computer architecture course (XSPIM in java).

conditionalrandomfields_example

A simple example of classifcation using CRF.

corpus_generator

directory full of .txt files (opinions) --------> .csv file.

deep-learning-with-keras

Code repository for Deep Learning with Keras published by Packt

deep_learning4_text

Deep Learning examples for text

django_dataset

The django data benchmark for the source code generating task by Yusuke Oda, Hiroyuki Fudaba, Graham Neubig,Hideaki Hata, Sakriani Sakti, Tomoki Toda, andSatoshi Nakamura. 2015.Learning to generatepseudo-code from source code using statistical ma-chine translation (t). InProceedings of the 201530th IEEE/ACM International Conference on Auto-mated Software Engineering (ASE), pages 574–584.

etl_with_python

A simple example of an ETL procedure with python.

frequencywords

Repository for Frequency Word List Generator and processed files

gbm_-bikesharingdataset

Gradiend Boosting Regression over the UCI's Bike Sharing Dataset

h2o_examples

Some examples and notes about how to use h2o

homebrew-compling

A Homebrew tap with formulas for various computational linguistics tools.

iaml2017-1

Introductory Applied Machine Learning (INFR09029)

keras-kinetics-i3d

keras implementation of inflated 3d from Quo Vardis paper + weights

keras_notes

language_technologies_poster

Poster for CONAcyT's research thematic network.

loan_prediction

Predicción de prestamos bancarios con XGboost

misc

some misc exercises.

mixing_features_notes

A brief tutorial of how to mix features with scikit-learn

muc3

Message Understanding Conference 3 Corpus

multiclass_roc_analysis

Quick notes of how to plot roc curves

naive-bayes-classifier

yet another general purpose naive bayesian classifier.