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Ming Hao's Projects

analyze_marketing_data-using-pyspark icon analyze_marketing_data-using-pyspark

Your client―a Portuguese banking institution—ran a marketing campaign to convince potential customers to invest in bank term deposit. Information related to direct marketing campaigns of the bank are as follows. The marketing campaigns were based on phone calls. Often, the same customer was contacted more than once through phone, in order to assess if they would want to subscribe to the bank term deposit or not.

anchor-baggage icon anchor-baggage

Experimentation code for the article "Building Topic Models Based on Anchor Words" based on the paper "Learning Topic Models: Going beyond SVD" by Sanjeev Arora, Rong Ge, and Ankur Moitra.

andromeda icon andromeda

AsynchroNous Disk-based Representation of MassivE DAta: An R package aimed at replacing ff for storing large data objects.

angel icon angel

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

ann2 icon ann2

Artificial Neural Networks package for R

annetgpgpu icon annetgpgpu

A GPU (CUDA) based Artificial Neural Network library

annoy icon annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

anonlink icon anonlink

Python implementation of anonymous linkage using cryptographic linkage keys

anvio icon anvio

An analysis and visualization platform for 'omics data

ao icon ao

Alternating optimization of (high-dimensional) functions.

apps-ambit icon apps-ambit

Applications using AMBIT and examples how to call AMBIT modules

apricot icon apricot

apricot implements submodular optimization for the purpose of selecting subsets of massive data sets to train machine learning models quickly. See the documentation page: https://apricot-select.readthedocs.io/en/latest/index.html

arborist icon arborist

Modular, extensible implementation of the Random Forest (TM) algorithm.

archive icon archive

R bindings to libarchive, supporting a large variety of archive formats

arenar icon arenar

Data generator for Arena - interactive XAI dashboard

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