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aisingapore

AI Singapore work area

asynctasksproto

Prototype of Spring framework that demonstrates using async tasks for model runs as well as config objects instead of XML for application context.

berkeley-research-it

code for scaling research

caiman

Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.

caimancontainer

chronicleprototype

Test Java Chronicle as transport and queue for raw link data

coi-services

COI R2 services based on pyon

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

gttrestsvctest

Test REST services in docker-compose

gtttest

test new structure for GTT

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

ion-definitions

ion-ux

jetstream-setup

Sample scripts for quick Jetstream image setup

jmsactivemqproto

Prototype of more detailed control of queues and connections using JMS versus Spring Integration

loadtestproto

Test high message output from CTMEngine

mmmtest

test

model-objects

Base Classes to hold all units of information being passed in Decision Support System

model-orm-old

ORM layer for Model Objects

pegasus

Pegasus Workflow Management System

photoscan-containerized

Photoscan in Singularity

photoscancontainer

create Singularity container for photoscan-pro via Docker

planet

Learning Latent Dynamics for Planning from Pixels

prjloaderprototype

Prototype project loader processing using construction objects via model-orm to match ModelObject Links to COFundamentalDiagramProfiles the save resulting ModelObject FundamentalDiagramSet via MDA.

pycon-asia-2018

pysimplegui_test

test the pysimplegui package for autolabeller

queue-worker-cassandara

Worker that receives model engine output, filters and persists results.

queue-workers

Initial impl of worker that receives messages on multiple queues and persists as required.

reach

Reach Biomedical Information Extraction