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William Yeung's Projects

anago icon anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

awesome-automl-papers icon awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

bi-att-flow icon bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

conv_seq2seq icon conv_seq2seq

A tensorflow implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

maml icon maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

nmt icon nmt

TensorFlow Neural Machine Translation Tutorial

prml icon prml

PRML algorithms implemented in Python

prophet icon prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pycorrector icon pycorrector

pycorrector is a toolkit for text error correction. It was developed to facilitate the designing, comparing, and sharing of deep text error correction models.

seq2seq icon seq2seq

A general-purpose encoder-decoder framework for Tensorflow

sonnet icon sonnet

TensorFlow-based neural network library

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