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Andrew Carl's Projects

de_differential_evolution icon de_differential_evolution

Given an Objective function, one has several numerical, linear v nonlinear, computational techniques to optimize/ analyze the surface provided. Differential Evolution is one of these methods. To summarize at a high level: "DE adds the weighted difference between two population vectors to a third vector. This way no separate probability distribution has to be used which makes the scheme completely self-organizing".

developer icon developer

Redesigned UrbanSim developer/pro forma models

devol icon devol

Genetic neural architecture search with Keras

dexter icon dexter

Dexter is a framework that implements some popular algorithms and provides all the tools needed to develop any entity linking technique.

dfp icon dfp

Reinforcement Learning with Goals

dframeutils icon dframeutils

simple utility tools for dataframes in Python || WIP ||

dgcnn icon dgcnn

Code for "M. Zhang, Z. Cui, M. Neumann, and Y. Chen, An End-to-End Deep Learning Architecture for Graph Classification, AAAI-18".

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dgm icon dgm

Deep Generative Model (Torch)

dgm_re-id icon dgm_re-id

Unsupervised Person Re-identification (ICCV 2017)

di-2-fgsm icon di-2-fgsm

Improving Transferability of Adversarial Examples with Input Diversity

diabetes-prediction icon diabetes-prediction

Machine learning approach to detect whether patien has the diabetes or not. Data cleaning, visualization, modeling and cross validation applied

diagrammer icon diagrammer

Graph and network visualization using tabular data in R

dialog-sample icon dialog-sample

A collection of samples demonstrating how to manage dialogs in Microsoft Bot Framework.

dialogbot icon dialogbot

dialogbot, provide task-based dialogue, search-based dialogue and generative dialogue model.

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