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Ti-Hon Nguyen's Projects

pluto.jl icon pluto.jl

🎈 Simple reactive notebooks for Julia

pointer-generator icon pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks" (Python3)

presumm icon presumm

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

pyrouge icon pyrouge

A Python wrapper for the ROUGE summarization evaluation package

pytextrank icon pytextrank

Python implementation of TextRank for phrase extraction and summarization of text documents

python icon python

All Algorithms implemented in Python

pytorch-original-transformer icon pytorch-original-transformer

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.

pytorch_beam_search icon pytorch_beam_search

A simple library that implements search algorithms for sequence models written in PyTorch.

pyvi icon pyvi

Python Vietnamese Core NLP Toolkit

racf icon racf

RACF (Recency Aware Collaborative Filtering) is the implementation of the "Recency Aware Collaborative Filtering for Next Basket Recommendation" original paper. which is a set of collaborative filtering approaches for solving the problem of predicting the Next Basket Recommendation.

rc-data icon rc-data

Question answering dataset featured in "Teaching Machines to Read and Comprehend

realworld icon realworld

"The mother of all demo apps" — Exemplary fullstack Medium.com clone powered by React, Angular, Node, Django, and many more 🏅

redisjson-py icon redisjson-py

An extension to redis-py for using Redis' ReJSON module

rocm icon rocm

ROCm - Open Source Platform for HPC and Ultrascale GPU Computing

sagemaker-pytorch-inference-toolkit icon sagemaker-pytorch-inference-toolkit

Toolkit for allowing inference and serving with PyTorch on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://github.com/aws/deep-learning-containers.

saliency icon saliency

TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques

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