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adewin

dongjianxiao's Projects

cnocr icon cnocr

A python package for Chinese OCR with the available pre-trained model. So it can be used directly after installed.

complexeventextraction icon complexeventextraction

A concept and obvious expression pattern collection of Chinese compound event extraction which then be evolved into ComplexEventGraph,本项目提出了中文复合事件的概念与显式模式,包括条件事件、因果事件、顺承事件、反转事件等事件抽取,并形成事理图谱。

cond_rnn icon cond_rnn

Conditional RNNs made easy with Tensorflow.

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

convert-ais-geopositions-to-cfd-cartesian icon convert-ais-geopositions-to-cfd-cartesian

Convert geopositions of AIS ship tracks to cartesian coordinates to make non-stationary CFD simulations possible, in which multiple ships move within the computational domain. Requires remeshing technology on CFD-side.

cookbook-2nd-code icon cookbook-2nd-code

Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]

costsensitive icon costsensitive

(Python, R) Cost-sensitive multiclass classification (Weighted-All-Pairs, Filter-Tree & others)

crawlab icon crawlab

Celery-based web crawler admin platform for managing distributed web spiders regardless of languages and frameworks.

credit-risk-eda-and-modeling. icon credit-risk-eda-and-modeling.

Context The original dataset contains 1000 entries with 20 categorial/symbolic attributes prepared by Prof. Hofmann. In this dataset, each entry represents a person who takes a credit by a bank. Each person is classified as good or bad credit risks according to the set of attributes. The link to the original dataset can be found below. Content It is almost impossible to understand the original dataset due to its complicated system of categories and symbols. Thus, I wrote a small Python script to convert it into a readable CSV file. Several columns are simply ignored, because in my opinion either they are not important or their descriptions are obscure. The selected attributes are: Age (numeric) Sex (text: male, female) Job (numeric: 0 - unskilled and non-resident, 1 - unskilled and resident, 2 - skilled, 3 - highly skilled) Housing (text: own, rent, or free) Saving accounts (text - little, moderate, quite rich, rich) Checking account (numeric, in DM - Deutsch Mark) Credit amount (numeric, in DM) Duration (numeric, in month) Purpose (text: car, furniture/equipment, radio/TV, domestic appliances, repairs, education, business, vacation/others) Acknowledgements Source: UCI

creditriskanalyzer icon creditriskanalyzer

To build a custom Credit Risk Analyzer, using a decision tree model, which will predict the suspected credit card defaulters among the new applicants.

csmlc icon csmlc

Cost-Sensitive Multi-Label Classification

customer-analytics icon customer-analytics

Customer Analytics & Financial Valuation for Zakka Canada. This is the associated iPython Notebook code.

customer-segmentation icon customer-segmentation

Learn real-world techniques on customer segmentation and behavioral analytics, using a real dataset containing customer transactions from an online retailer.

customer_growth icon customer_growth

A set of tools and techniques used to measure and optimize ecommerce businesses

customercentricretail icon customercentricretail

The system is being built with a view to promote and strengthen the relation between the customer and retailers. There are different models being added to the sytem in order to improve and strengthen it's claim.

customerchurnwebapp icon customerchurnwebapp

Created for toolchain: https://console.ng.bluemix.net/devops/toolchains/892328e7-a6ab-484c-9e30-3e2163dd9a51?env_id=ibm%3Ayp%3Aus-south

cv icon cv

My CV built using RMarkdown and the pagedown package.

d3-sankey icon d3-sankey

Visualize flow between nodes in a directed acyclic network.

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