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cgh's Projects

ad_examples icon ad_examples

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

ads-recsys-datasets icon ads-recsys-datasets

This repository collects some datasets for Ads & RecSys uses, and provide easy-to-use hdf5 iterative access.

advancedeast icon advancedeast

AdvancedEAST is an algorithm used for Scene image text detect, which is primarily based on EAST, and the significant improvement was also made, which make long text predictions more accurate.

aerobenchvv icon aerobenchvv

Simulation and analysis tools for autonomous F-16 maneuvers as a V&V benchmark

afl icon afl

Implementation of "Robust offline handwritten character recognition through exploring writer-independent features under the guidance of printed data" (AFL)

agnn icon agnn

Code of our paper "Attribute Graph Neural Networks for Strict Cold Start Recommendation" accepted by TKDE 2020.

ai-edu icon ai-edu

AI education materials for Chinese students, teachers and IT professionals.

ai-learn icon ai-learn

人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

aiphes-hd-tac2016-kbp-event-nuggets icon aiphes-hd-tac2016-kbp-event-nuggets

Code for the paper Mihaylov and Frank (2016): AIPHES-HD system at TAC KBP 2016: Neural Event Trigger Span Detection and Event Type and Realis Disambiguation with Word Embeddings.

ais-predictor icon ais-predictor

Distributed machine learning application for ship route and ETA prediction

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