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af_2016_data_access_example

This is a simple C# console application that demonstrates the new asynchronous method SummaryAsync which is new for AF SDK 2016 and compares it to a synchronous Summary method

aggregators_batching

bayesgan

Tensorflow code for the Bayesian GAN (https://arxiv.org/abs/1705.09558) (NIPS 2017)

cinc17

AFIB Detection with Convolutional Networks (Computers In Cardiology Challenge 2017)

code-with-engineering-playbook

This is the playbook for "code-with" customer or partner engagements

data-reader-cmdline

A command line application to read high volumes of data from the PI Data Archive data and output it to text files.

deeprlhacks

Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)

dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

dsr_rl

Reinforcement learning course at Data Science Retreat

energy_py

energy_py is reinforcement learning agents and environments for energy systems

fourletterwordgame

competition to find the best algorithm for a word matching game.

ftptool

gan-sandbox

Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.

hipaa

Catalyze HIPAA Docs

homework

Assignments for CS294-112.

jama16-retina-replication

JAMA 2016; 316(22) Replication Study

minimongo

ml-interviews-book

https://huyenchip.com/ml-interviews-book/

neural-episodic-control

Implementation of Deepmind's Neural Episodic Control

nz-houses

data mining the New Zealand housing market

opencv-complete-build-cuda

Full build script for Open CV with/without cuda and bumblebee support

openslat

time-dependent value-at-risk for commercial buildings in seismic areas

openslat-ui

An HTML5 user interface for OpenSLAT (server-based scientific application)

pi-af-sdk-large-asset-count-project

Projects that demonstrate how to handle millions of AF Elements Efficiently

pieventsnovo

Application to mimic the some of the functionalities of pievents.exe. Uses AF SDK to handle TimeSeries data pipe

point-cloud-delaunay-interpolation

Interpolates the z-coordinate of a point given a surface described by a point cloud or set of polylines. Used for for digitizing historical wind tunnel plots

policies

Catalyze HIPAA Policy Documentation

polylabel

A fast algorithm for finding the pole of inaccessibility of a polygon (in JavaScript)

python-appid-auth

for a code pattern, here is the proposal https://github.ibm.com/IBMCode/IBMCodeContent/issues/7024

pytorch-generative-model-collections

Collection of generative models in Pytorch version.