Weekly Machine Learning Opensource Roundup – Aug. 30, 2018

Examples

Statistical Modeling Examples
Basic statistical modelling & machine learning examples.

faced
Near Real Time CPU Face detection using deep learning

Toolsets

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

Papermill
Parameterize, execute, and analyze notebooks

iodide
A frictionlessly portable interface for literate scientific computing in the browser

Databot
High Performance Python Data driven programming framework for Web Crawler, ETL, Data pipeline work

doccano
Open source text annotation tool for machine learning practitioner.

Models

Simple Baselines for Human Pose Estimation and Tracking
The project is an official implement of Microsoft ECCV2018 paper “Simple Baselines for Human Pose Estimation and Tracking”

ScalphaGoZero
An independent implementation of DeepMind’s AlphaGoZero in Scala, using Deeplearning4J (DL4J)

DRIT-Tensorflow
Simple Tensorflow implementation of Diverse Image-to-Image Translation via Disentangled Representations (ECCV 2018 Oral)

Noise2Noise
An unofficial and partial Keras implementation of “Noise2Noise: Learning Image Restoration without Clean Data”

Libraries

flair
A very simple framework for state-of-the-art NLP

HyperLearn
50%+ Faster, 50%+ less RAM usage, GPU support re-written Sklearn, Statsmodels combo with new novel algorithms.

Hyperparameter Hunter
Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries

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