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A general framework, termed "generative curation," which generates optimal recommendations that account for both quantitative and qualitative objectives.
Jupyter Notebook UpdatedSep 20, 2024 -
Hyperlattice-Queueing-Model Public
A generalized hypercube queueing model, called Hyperlattice, that captures the dynamics of emergency response operations with overlapping patrol.
Jupyter Notebook UpdatedAug 18, 2024 -
A Spatio-temporal point process simulator.
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Dr.k-NN Public
A robust classifier for few-training-data problem based on a distributionally robust optimization framework
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A novel general non-stationary point process model based on neural networks.
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A general framework for learning spatio-temporal point processes via reinforcement learning
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Police-Zone-Redistricting Public
Atlanta police zone redesign via data-driven optimization
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A method for event correlation detection based on Spatial-Temporal-Textual point process
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Regularized-RBM Public
A regularized version of RBM for unsupervised feature selection.
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A LSTM based adversarial learning framework for anomaly detection.
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An implementation of Probabilistic Matrix Factorization in Amazon Product Reviews.
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Hypercube-Queueing-Model Public
A Python implementation of the hypercube queueing model proposed by Richard C. Larson (1974)
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PPG (Point Process Generator) is a Reinforcement Learning framework that is able to produce actions by imitating expert sequences.
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Data-Bias-Reduction Public
A method to preprocess the training data, producing an adjusted dataset that is independent of the group variable with minimum information loss.
Python UpdatedMar 31, 2019 -
A repository for compiling unsupervised learning implementations in tensorflow
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Logistics-Analytics Public archive
Logistics Analytics and Visualization
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RNN-RBM-in-Theano Public
An implementation of RNN-RBM & GBRBM.
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Proposed to develop a low-communication cost cross-correlation method with the idea of Compressed Sensing
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Data-Analaysis-Framework-LeanIOT Public archive
Forked from leaniot/data-analysis-engineA data analysis engine for anomaly detection in LeanIoT
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Skywalker Public
Using machine learning algorithms to learn patterns of human muscle movements, which will be mapped to a newly developed 5-fingered robotic arm.
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A Restaurant Queue Management System which includes an PhoneGap based Android client, a back-end service and a database.
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