Weekly BigData & ML Roundup – Feb. 23, 2017

Three Apache Projects Updated

Apache Geode, a data management platform, 1.1.0 released.
Apache SINGA, a general distributed deep learning platform, 1.1.0 released.
Apache Storm, a realtime data processing system, 1.0.3 released.

Examples

basic_deep_learning_keras
Your first deep neural network in less than 5 minutes

painters
Winning solution for the Painter by Numbers competition on Kaggle

tiefvision
End-to-end deep learning image-similarity search engine

AdversarialNetsPapers
The classical papers and codes about generative adversarial nets

data-science-ipython-notebooks
Continually updated data science Python notebooks: Deep learning, scikit-learn, Kaggle, big data, matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines

A.I. Duet
A piano that responds to you.

Toolsets

elasticsearch-learning-to-rank
Plugin to integrate Learning to Rank (aka machine learning for better relevance) with Elasticsearch

incubator-airflow
Airflow is a platform to programmatically author, schedule and monitor workflows.

ipyvolume
3d plotting for Python in the Jupyter notebook based on IPython widgets using WebGL

scikit-plot
An intuitive library to add plotting functionality to scikit-learn objects.

CatterPlots
Did you ever wish you could make scatter plots with cat shaped points? Now you can!

Models

DeepLearningImplementations
Implementation of recent Deep Learning papers

parrot
RNN-based generative models for speech.

pix2pix-tensorflow
Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets

Libraries

bootstrapped
Generate bootstrapped confidence intervals for A/B testing in Python.

SHMArrays
Read and write numpy arrays with multiple processes stored as shared memory

hadoop-binary-analysis
Framework that makes processing arbitrary binary data in Hadoop easier

mljar-api-python
A simple python wrapper over MLJAR API.

convnetjs
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

TensorFlow ecosystem
Integration of TensorFlow with other open-source frameworks

Framework

Netflix genie
Federated Big Data Orchestration Service


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