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Ti-Hon Nguyen's Projects

sentencepiece icon sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

seq3 icon seq3

Source code for the NAACL 2019 paper "SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression"

slp2-pdf icon slp2-pdf

Speech and Language Processing, 2nd Edition in PDF format

socket.io icon socket.io

Realtime application framework (Node.JS server)

spei icon spei

A simple Python package to calculated some popular drought indices such as the SPI, SPEI and SGI.

struct-attn icon struct-attn

Code for Structured Attention Networks https://arxiv.org/abs/1702.00887

subword-nmt icon subword-nmt

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

sumy icon sumy

Module for automatic summarization of text documents and HTML pages.

t5-flax-gcp icon t5-flax-gcp

Tutorial to pretrain & fine-tune a 🤗 Flax T5 model on a TPUv3-8 with GCP

tensor2tensor icon tensor2tensor

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

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-without-a-phd icon tensorflow-without-a-phd

A crash course in six episodes for software developers who want to become machine learning practitioners.

terraform-validator icon terraform-validator

Terraform Validator can run pre-deployment checks on Terraform plans for policy compliance.

text icon text

Models, data loaders and abstractions for language processing, powered by PyTorch

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