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abbrs

公司名简称生成，采用马尔科夫构造序列标注概率分布，使用维特比前后向算法推导生成。

acousticfeatureextraction

Acoustic feature extraction using Librosa library and openSMILE toolkit.使用Librosa音频处理库和openSMILE工具包，进行简单的声学特征提取

active_pu_learning

Class Prior Estimation in Active Positive and Unlabeled Learning

adtk

A Python toolkit for rule-based/unsupervised anomaly detection in time series

agriculture_knowledgegraph

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

alibaba-mit-speech

Alibaba speech technology

am-gcn

AM-GCN: Adaptive Multi-channel Graph Convolutional Networks

anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

angel

A Flexible and Powerful Parameter Server for large-scale machine learning

anomaly

This is a non-trivial implementation of anomaly detection in time series as described in ( https://www.ll.mit.edu/mission/cybersec/publications/publication-files/full_papers/2012_08_05_Carter_IEEESSP_FP.pdf ).

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

anomalydetector

SR-CNN

application_score_card

arga

This is a TensorFlow implementation of the Adversarially Regularized Graph Autoencoder(ARGA) model as described in our paper: Pan, S., Hu, R., Long, G., Jiang, J., Yao, L., & Zhang, C. (2018). Adversarially Regularized Graph Autoencoder for Graph Embedding, [https://www.ijcai.org/proceedings/2018/0362.pdf].

asrt_speechrecognition

A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

astgcn

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019

audioemotion

Recognize Audio Emotion.

automated-feature-engineering

Automated feature engineering in Python with feature tools

awesome-aiops

AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-ts-anomaly-detection

List of tools & datasets for anomaly detection on time-series data.

bert

TensorFlow code and pre-trained models for BERT

bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private server services

bert-chinese-classification-task

bert中文分类实践

bert-chinese-ner

使用预训练语言模型BERT做中文NER

bert-kbqa-nlpcc2017

A trial of kbqa based on bert for NLPCC2016/2017 Task 5 (基于BERT的中文知识库问答实践，代码可跑通）

bert-multi-label-text-classification

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.