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machine_learning_resources

:fish::fish::fish: 机器学习面试复习资源

mars

Mars is a tensor-based unified framework for large-scale data computation.

matchzoo

MatchZoo is a toolkit for text matching. It was developed to facilitate the designing, comparing, and sharing of deep text matching models.

matchzoo-py

Facilitating the design, comparison and sharing of deep text matching models.

microexpnet

MicroExpNet: An Extremely Small and Fast Model For Expression Recognition From Frontal Face Images

minerva

Meandering In Networks of Entities to Reach Verisimilar Answers

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

multiconer-baseline

multihopkg

Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout

ner-funtool

本NER项目包含多个中文数据集，模型采用BiLSTM+CRF、BERT+Softmax、BERT+Cascade、BERT+WOL等，最后用TFServing进行模型部署，线上推理和线下推理。

neuralnlp-neuralclassifier

An Open-source Neural Hierarchical Multi-label Text Classification Toolkit

neuralresponseranking

Data and Code on Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems (SIGIR 2018)

neurjudge

The code of "NeurJudge: A Circumstance-aware Neural Framework for Legal Judgment Prediction"(SIGIR2021))

nlp-competitions-list-review

复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！

nlp-conferences-code

NLP-Conferences-Papers-with-Code (ACL、EMNL、NAACL、COLING、AAAI、IJCAI)

nlp-paper

自然语言处理领域下的对话语音领域，整理相关论文（附阅读笔记），复现模型以及数据处理等（代码含TensorFlow和PyTorch两版本）

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.

nlper-arsenal--

收录NLP相关竞赛经验贴（当前赛事、往期赛事、训练赛）、NLP会议时间、常用自媒体、GPU推荐等，持续更新中

nlpwithpytorchcn

Natural Language Processing with Pytorch (Delip Rao et al.)

nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

nlp_tasks

Natural Language Processing Tasks and References

nlp_xiaojiang

自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Sentence Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification）， 实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用

nn4nlp-code

Code Samples from Neural Networks for NLP

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

ocan

one-hundred-layers-tiramisu

Keras Implementation of The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation by (Simon Jégou, Michal Drozdzal, David Vazquez, Adriana Romero, Yoshua Bengio)

opennre

An Open-Source Package for Neural Relation Extraction (NRE) implemented in TensorFlow

pandas_exercises

Practice your pandas skills!

papernote

paper note, including personal comments, introduction, code etc

paraphrase-id-tensorflow

Various models and code (Manhattan LSTM, Siamese LSTM + Matching Layer, BiMPM) for the paraphrase identification task, specifically with the Quora Question Pairs dataset.