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2nd_half_wiki_generator

This is a document to document prediction model. Given the fisrt half of a Wikipedia article, predict first the probable topics of his 2nd half and then, try to generate such 2nd half article.

address_duplix

Address Duplication problem with supervised learning

aggression_identification

contexto_nlp

Automated Q&A for assessing lexicon acquisition

csk4open-agro-reasoning

Common Sense Knowledge for Open Vocabulary Reasoning in Agroecology

csr2open-kbc

cultural_nlp

Natual Language Applications to Cultural Heritage

define-local

NLP dataset generator

define-semantic-annotation

Define is a semantic annotation software aimed at enhancing and constraining hand similarity annotation tasks.

describe_corpus

This is a dataset where each file is associated to a term. Each file in turn contains definitions for the associated term. All text snippets are embedded into doc2vec vector representations.

discrimative_attributes

Implementation of the unsupervised model for semantic discriminative attributes using neural word embeddings. Participant system SemEval 2018 -- Task 10: Capturing Discriminative Attributes

distributionalsemanticstabilitythesis

This repo contains codes and, selfcontained, some documentation about implementation of theoretical issues of my PhD thesis. This work is entitled "Learning Kernels for Distributional Semantic Clustering" in which we present a novel (distributional) semantic embedding method.

dummy_fraud_detection

Fraud detection in credit card payments and auto insurance claims using PySpark

elastic_pytorch_loader

Python class to load a page of es_page_size from ElasticSearch. This page is consumed in batches of batch_size documents by a pytorch data loader. A new page is loaded before the last batch is consumed by the torch model in training time.

expconditions

Learning Machine trained for extraction of experimental conditions from scientific literature in the biomedical area

herrl

Hierarchical Entropy Relational Reinforcement Learning

historical_sources

iarroyof.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

iword_embeddings

konwchainapi

Una API para extracción automática de conocimiento biomédico basada en Inteligencia Artificial

lagartija

A number of tests applying NLP and Machine Learning techniques to chromosome characterization are performed in order to observe genetic factors determining sex

lamda-signal-clustering

Software system implementation for signal acquisition and pattern clustering via LAMDA method (Learning Algorithm for Multivariate Data Analysis, byJoseph Aguilar-Martín, CNRS). It is written in C/C++ and it requires licenced National Instruments software called LabWindows/CVI and a USB Digital I/O Device. This software was tested for the last time over windows 7 Professional OS. See associated MSc thesis for details.

lxmls-toolkit

Machine Learning applied to Natural Language Processing Toolkit used in the Lisbon Machine Learning Summer School

mapreducealgorithms

Data-Intensive Text Processing with MapReduce

mlprl_orderbook

Baseline estimator for profit maximization in orderbook RL environments

multinomial-bayes-document-classifier

This is a matlab library which is implemented a multinomial Bayes classifier for text document classification. Send me a mail for using doubts. Any way, each function gives you a little help.

nlp-pipeline

Script series for NLP: PMI, TF-IDF and Neural cooccurrence vectorization, vector (TF/IDF & PMI) data base distributed querying and population with Hadoop. Deep learning and kernel learning in sklearn.

open-ncd-kbc

This repo contains software and results derived from the PRODEP project entitled "Reinforcement learning in the automatic acquisition of knowledge in noncommunicable diseases"

ov-llm-reasoning

Open Vocabulary LLM Reasoning

pytorch

Some exersices in Pytorch