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neuraldialogpapers

Summary of deep learning models for dialog systems

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nnsegmentation

Word segmentation using neural networks based on package https://github.com/SUTDNLP/LibN3L

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

openmlsys-zh

《机器学习系统：设计与实现》

partial-crfsuite

CRFsuite: a fast implementation of Conditional Random Fields (CRFs)

pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pygcl

PyGCL: Graph Contrastive Learning Library for PyTorch

pylance-release

Documentation and issues for Pylance

pytorch-qrnn

PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

quickdt

A fast and easy to use decision tree learner in java

rcpapers

Must-read papers on Machine Reading Comprehension

recommenders-addons

Additional utils and helpers to extend TensorFlow when build recommendation systems, contributed and maintained by SIG Recommenders.

requests-html

Pythonic HTML Parsing for Humans™

rxjava

RxJava – Reactive Extensions for the JVM – a library for composing asynchronous and event-based programs using observable sequences for the Java VM.

sempre

Semantic Parser with Execution

service-principles

A guide to service principles at Yelp for our service oriented architecture

simple-perf-tools

skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

sling

SLING - A natural language frame semantics parser

snnow

A neural network structured-prediction toolkit of natural language processing.

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tao-1.10.1-p3

branch of original tao code

tc-bot

User Simulation for Task-Completion Dialogues

textrank

Python implementation of TextRank algorithm (https://web.eecs.umich.edu/~mihalcea/papers/mihalcea.emnlp04.pdf) for automatic keyword extraction and summarization using Levenshtein distance as relation between text units.

textrank4zh

:deciduous_tree:从中文文本中自动提取关键词和摘要

the-art-of-programming-by-july

本项目是《程序员编程艺术》和July 博客内部分经典文章的电子书版本

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

vimrc

The ultimate Vim configuration: vimrc