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clustering-methods

Overview of K-Means and Elbow method applied to an image

daw

DAW

diseases-ner

Named Entity Recognition (NER) of diseases

eslint-config-semistandard-4i

:100: semistandard-4i eslint sharable config

fca

Formal Concept Analysis project of Bank Marketing dataset

image-picker

Image Picker is a simple jQuery plugin that transforms a select element into a more user friendly graphical interface.

live-timing-strategy

Data analysis of real-time data of go-kart races.

php-router

pymacwarranty

python module for looking up Mac and iOS device warranty information based on serial numbers

pyramid

Pyramid is a novel layered model for Nested Named Entity Recognition (nested NER). This code is based on the paper *Pyramid: A Layered Model for Nested Named Entity Recognition* by Jue Wang et al.

quicksort-multithread

Implementation of the basic Quicksort algorithm and another version using multiple threads. This is a comparison of both versions in terms of execution time.

ring-learning-with-errors

A student project about the Diffie-Hellman-like algorithm of Ring Learning With Errors

semistandard-4i

All the goodness of JS Standard Style with semicolons and 4 spaces indentation.

single-machine-scheduling-problem

An exact algorithm for the preempted single machine scheduling problem minimizing the total weighted completion time.

spaceinvaderscs

synthetic-qa

This project aims to define a framework to obtain an annotated dataset in any language to train a model for reading comprehension and question-answering tasks by using online tools like Wikipedia and Google.

text-classification

Performance comparison of different algorithms for text classification: LSTM, SVM and RoBERTa.

time-series-classification

Binary Time Series Classification using two different approaches: LSTM with Dropout and LSTM with Attention.

transformers

Bunch of experiments with Transformers, BERT and GPT-2. Experiments include question-answering and conditional text generation.

transportation-network

Simulation of passengers flow in a transport network (in particular, in the railway network of Madrid: Renfe Cercanias) and how an infection would spread in it.