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Mello's Projects

allennlp icon allennlp

An open-source NLP research library, built on PyTorch.

allosaurus icon allosaurus

Allosaurus is a pretrained universal phone recognizer for more than 2000 languages

bilm-tf icon bilm-tf

Tensorflow implementation of contextualized word representations from bi-directional language models

biopython-pw2 icon biopython-pw2

Official git repository for Biopython (originally converted from CVS)

fasttext icon fasttext

Library for fast text representation and classification.

kneed icon kneed

Knee point detection in Python :chart_with_upwards_trend:

laser icon laser

Language-Agnostic SEntence Representations

mask_rcnn icon mask_rcnn

Exploring Mask_RCNN. Credits to matterport for codes and mark jay for the tutorial.

minisom icon minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

mlconjug icon mlconjug

A Python library to conjugate verbs in French, English, Spanish, Italian, Portuguese and Romanian (more soon) using Machine Learning techniques.

morfessor icon morfessor

Morfessor is a tool for unsupervised and semi-supervised morphological segmentation

muse icon muse

A library for Multilingual Unsupervised or Supervised word Embeddings

muxviz icon muxviz

Analysis and Visualization of Interconnected Multilayer Networks

opennmt icon opennmt

Open Source Neural Machine Translation in Torch

opennmt-py icon opennmt-py

Open Source Neural Machine Translation in PyTorch

pyaudioanalysis icon pyaudioanalysis

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

skip-gram-model-pytorch icon skip-gram-model-pytorch

PyTorch implementation of the Word2Vec (Skip-Gram Model) and visualizing the trained embeddings using TSNE

som-tsp icon som-tsp

Solving the Traveling Salesman Problem using Self-Organizing Maps

somoclu icon somoclu

Massively parallel self-organizing maps: accelerate training on multicore CPUs, GPUs, and clusters

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