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play-with-algorithms

Code of my MOOC Course <Play with Algorithms>, Both in C++ and Java. Updated contents and practices are also included. 我在慕课网上的课程《算法与数据结构》示例代码，包括C++和Java版本。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。

punctuator2

A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text

pycorrector

pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，Seq2Seq_Attention，BERT，MacBERT，ELECTRA，ERNIE，Transformer等模型实现，开箱即用。

pytorch-classification

Classification with PyTorch.

pytorch-human-performance-gec

A PyTorch implementation of "Reaching Human-level Performance in Automatic Grammatical Error Correction: An Empirical Study"

pytorch-tensor-decompositions

PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

recursivenn

Tensorflow implementation of Recursive Neural Networks using LSTM units

sa-papers

😀😡☹️😭🙄🤢 Deep Learning 情感分析論文統整與分析 📄

sembert

Semantics-aware BERT for Language Understanding (AAAI 2020)

sentence_parser

seqgan

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

statistical-nlp

记录统计nlp相关的代码

subword-nmt

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

system-design-primer

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

taadpapers

Must-read Papers on Textual Adversarial Attack and Defense

tensorflow-deconvnet-segmentation

Tensorflow implementation of "Learning Deconvolution Network for Semantic Segmentation"

tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版

texar-pytorch

Toolkit for Machine Learning and Text Generation, in PyTorch

text_correction_and_completion

Implementation for Neural Networks for text correction and completion in keyboard

textcnn_public

toefl-spell

Corpus of Annotations for Misspelings

top-down-rst-parser

This repository is the implementation of "Top-down RST Parsing Utilizing Granularity Levels in Documents" published at AAAI 2020.

track1_csc_runner

ccl2022赛道一中文拼写检查

twowaystoimprovecsc

This is the official code for paper titled "Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models".

twowaystoimprovecsc_lww

vbmf

Python implementation of the analytical solution to Variational Bayes Matrix Factorization

very-deep-convolutional-networks-for-natural-language-processing

implementation of the paper Very Deep Convolutional Networks for Natural Language Processing in Tensorflow

wikiextractor

A tool for extracting plain text from Wikipedia dumps