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(Python, R, C) Collective (multi-view/multi-way) matrix factorization, including cold-start functionality (recommender systems, imputation, dimensionality reduction)
CoFactor: Regularizing Matrix Factorization with Item Co-occurrence
TimeSVD++ model: Recommender system using Matrix Factorization techniques, while utilize temporal models to extend models accuracy.
Some overlapping community detection algorithms (Until 2016). by Yulin Che (https://github.com/CheYulin) for the PhD qualification exam (survey on community detection algorithms)
A framework for evaluating community mining algorithms.
Co-regularized Non-negative Matrix Factorization
Content-aware weighted matrix factorization
Simple implementation of the CGP-UCB algorithm.
Python implementations of contextual bandits algorithms
Because you're computing conversion rates wrong
Implementation of statistical models to analyze time lagged conversions
Spark implementation of the Google Correlate algorithm to quickly find highly correlated vectors in huge datasets
This is the home for Countly Mobile & Web Analytics and Marketing Platform. Countly helps you collect data and understand insights of your application. Available self-hosted or on private cloud.
This repo hosts the course content of Customer Analytics, taught at Tilburg University by George Knox last taught Fall 2021.
Analysing the content of an E-commerce database that contains list of purchases. Based on the analysis, I develop a model that allows to anticipate the purchases that will be made by a new customer, during the following year from its first purchase.
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
Methods and Implements of Deep Clustering
Summaries and notes on Deep Learning research papers
DEMON: a local-first discovery method for overlapping communities.
Graph Neural Network based Social Recommendation Model. SIGIR2019.
This contains projects based on Algorithmic Marketing like Marketing Mix Modeling, Attribution Modeling & Budget Optimization, RFM Analysis, Customer Segmentation, Recommendation Systems, and Social Media Analytics
Distributed Graph Analytics (DGA) is a compendium of graph analytics written for Bulk-Synchronous-Parallel (BSP) processing frameworks such as Giraph and GraphX. The analytics included are High Betweenness Set Extraction, Weakly Connected Components, Page Rank, Leaf Compression, and Louvain Modularity.
Jupyter Notebooks to analyse the results of the experimental evaluation of https://github.com/kit-algo/distributed_clustering_thrill
Hierarchical Attention Networks for Chines Sentiment Classification
Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke
Dr. TLA+ series - learn an algorithm and protocol, study a specification
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.