Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

mytotal

个人收藏及总结，包括各个方向，囊括算法，数据结构，编程语言，操作系统，机器学习及深度学习，分布式系统，大数据处理，学习资源及方法总结．

ncrfpp

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

nlu_datasets_with_task_oriented_dialogue

datasets of natural language understanding and dialogue state tracking

papers-notebook

:page_facing_up: :cn: :page_with_curl: 论文阅读笔记（分布式，虚拟化，机器学习）Papers Notebook (Distributed System, Virtualization, Machine Learning)

rekcarc-tsc-uht

清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University

speech-synthesis-paper

List of speech synthesis papers.

supervisedqueryexpansion

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tacotron2

Tacotron 2 - PyTorch implementation with faster-than-realtime inference

task-oriented-dialogue-dataset-survey

A dataset survey about task-oriented dialogue, including recent datasets and SoA results & papers.

textnormseq2seq

Code and model files for paper: I. Lourentzou et al., Adapting Sequence to Sequence models for Text Normalization in Social Media", ICWSM'19

transformers-ner

Experiment on NER task using Huggingface state-of-the-art Transformers Natural Language Models library

tts

:robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

ucore_os_lab

os kernel labs for operating systems course in Tsinghua University.

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