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assignment

assignment of R programming

assignment3

assignment3 - hospital outcomes measurement

concourse-pipeline-samples

Sample code and recipes for Concourse CI pipelines and deployments.

datasciencecoursera

course project assignment

datasharing

The Leek group guide to data sharing

ddpg-inverted-pendulum

Reinforcement learning example: Inverted pendulum swing up control with Deep Deterministic Policy Gradient (DDPG) algorithm

ddpg-torcs

Reinforcement learning of driving a racing car in TORCS using DDPG algorithm

dns-cache

dnsmasq & dnscrypt-proxy container

dns-over-tls

containerized dns over tls server

dnsmasq-getdns

Dnsmasq & Getdns Stubby container built out of Alpine linux base image

fa-tile-coding

Function approximation using Tile coding

hello-world

an example repository

lab-container

Dockerfile for building an image loaded with Python 3.5, TF 1.13.1,Facebook Prophet.

mountaincar

Use SARSA TD-learning with tile coding to learn mountaincar hill climbing

notebook-as-a-service-demo

notebooks

Jupyter notebooks

particle-filtering

An example: robot localization with particle filtering

pi-surveillance

Turn Pi3 into a surveillance device and have it controlled via a server running Flask, MQTT broker and Redis

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

rnn

learn a simple rnn model to use three words to predict the next one.

s3

s3curl.pl script in a docker container

speechrecognition

Use tf.data to work with a simple speech recognition problem

style-transfer

Neural Style Transfer example

tf-dist

Demonstrate different tensorflow 2.1 keras model training topologies

tf-hi-level-api-mnist

Use tensorflow high level APIs (such as tf.estimator & tf.keras) with MNIST dataset

tfrecords-estimator-census

Use tf.data & tf.estimator with census dataset

toxic-comment-classification

multi-label classification of texts using BERT/ transfer learning/resampling of imbalanced data

variable-length-digits-recog

Keras model with custom loss & metric function /Kaggle GPU & TPU training / tf.data pipeline

websocket-reverse-proxy

Containerized websocket reverse proxy

wgan-mnist

Train a WGAN model with MNIST data set to generate handwritten digits