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dongzhaoan's Projects

conexp-ng icon conexp-ng

ConExp-NG is a simple GUI-centric tool for the study & research of Formal Concept Analysis (FCA) that allows you to create formal contexts, draw concept lattices and explore dependencies between attributes.

crowd_panda icon crowd_panda

this is a demo for crowdsourcing tasks which aims to identify and extract information units from PDF documents.

crowdtruth icon crowdtruth

Framework for crowdsourcing ground truth data, for training and evaluation of cognitive computing systems

dawid_skene icon dawid_skene

Implementation of the estimator for combining noisy observations from Dawid and Skene (1979)

deep-learning-seminar icon deep-learning-seminar

The Deep Learning Seminar is for both graduate and undergraduate students that have special interests on Deep Learning (DL). In this seminar series, the students will collaborate in an intensive examination of topics related to understanding the basic concepts, models and algorithms of DL. The basic module of the Deep Learning seminar is designed as a discussion seminar. Emphasis will be on close reading and discussion of the assigned readings. Each volunteer participant will be responsible for leading the seminar discussion on assigned weeks. All participants are expected to come prepared to discuss and debate the readings each week. Participants will develop their understanding of the material through class presentations and discussions. An advanced module of source code review is designed for the participants that want to develop their skills on implementing existing DL models and designing new models. Emphasis will be on close review and discussion of the DL models. Each participant will be responsible for leading the seminar discussion on mathematic formulas, algorithms and the source code of the assigned model. In particular, this seminar will use Apache SINGA (http://singa.apache.org/), an open source DL platform for code review.

fast-transx icon fast-transx

An Efficient implementation of TransE and its extended models for Knowledge Representation Learning

get-another-label icon get-another-label

Quality control code for estimating the quality of the workers in crowdsourcing environments

kg2e icon kg2e

Code for Knowledge Graph Embedding including TransE, TransH, TransR, PTransE

kr-ear icon kr-ear

Knowledge Representation Learning with Entities, Attributes and Relations

labelimg icon labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

learn_dl icon learn_dl

Deep learning algorithms source code for beginners

low-rank-logic icon low-rank-logic

Code for Injecting Logical Background Knowledge into Embeddings for Relation Extraction

pdfcropper icon pdfcropper

This a a PDFCropper which is used to crop/zone a rectangle area from a PDF page according to the coordinates of LowerLeft and UpperRight points.

pybossa icon pybossa

PYBOSSA is the ultimate crowdsourcing framework (aka microtasking) to analyze or enrich data that can't be processed by machines alone.

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