snakeztc/10-601PyTorchTutorial

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Created about 6 years ago
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snakeztc/10-601PyTorchTutorial

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Recitation notebook for Pytorch (Tiancheng Zhao)

NeuralDialogPapers

Summary of deep learning models for dialog systems (Tiancheng Zhao LTI, CMU)

NeuralDialog-CVAE

Tensorflow Implementation of Knowledge-Guided CVAE for dialog generation ACL 2017. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

NeuralDialog-LAED

PyTorch implementation for Interpretable Dialog Generation ACL 2018, It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

NeuralDialog-LaRL

PyTorch implementation of latent space reinforcement learning for E2E dialog published at NAACL 2019. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

NeuralDialog-ZSDG

PyTorch codebase for zero-shot dialog generation SIGDIAL 2018, It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

SimDial

Synthetic task-oriented dialog generator with controllable complexity. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

How-to-Utilize-Unstructured-Text

This blog describes one future path on how to use unstructured data for future text data apps.

tantivy-ztc

Modifications on tantivy to support neural index.

RnnLM

A baseline sequence-based LM

NeuralDialog-DM

Code for SIGDial 2016. Towards End-to-end RL for DST and DM

Jupyter Notebook

TfLibrary

clip_tome

Jupyter Notebook

NeuralImageCaption

11-777 Class Project

mini_dpo

HrlPy

A Python based HRL Library

mini_vqvae

TemplateEditor