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AlinaRakhi's Projects

legacy_straight icon legacy_straight

A vocoder framework which had been widely used in research community since 1999.

maxentropy icon maxentropy

Maximum entropy and minimum divergence models in Python

mcevidence icon mcevidence

A python package implementing the MARGINAL LIKELIHOODS FROM MONTE CARLO MARKOV CHAINS algorithm described in Heavens et. al. (2017)

mit-deep-learning icon mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

mmner icon mmner

Massively Multilingual Transfer for NER

ngram-lm icon ngram-lm

A Python implementation of n-gram language model as a trie. Two available smoothing variants: Lidstone, absolute discounting.

seq2seq icon seq2seq

Attention-based sequence to sequence learning

subword-sequence-tagging icon subword-sequence-tagging

Code for the paper: Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation (ACL 2019)

surprise icon surprise

Package for estimating relative entropy and Surprise between two posterior samples, assuming they are Gaussian.

tensor2tensor icon tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

toy-corpora icon toy-corpora

Sample data, useful for setting up Kaldi pipeline and other tools

wdcgan icon wdcgan

Implementation of a gradient penalty Wasserstein Deep Convolutional Generative Adversarial Network

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