Weekly BigData & ML Roundup – Aug. 10, 2017

Examples

Machine Learning Links and Lessons Learned
List of all the lessons learned, best practices, and links from the author’s time studying machine learning

DeepMind PySC2
StarCraft II Learning Environment

FaceNet
FaceNet is for easy face recognition, verification, and clustering in JavaScript/Node.js.

textgenrnn
Python module to easily generate text using a pretrained character-based recurrent neural network.

Toolsets

stick-bug-ml
A framework to organize the process of designing supervised machine learning systems

Keras Weight Animator
Save keras weight matrices as short animated videos during training

Jupyter + Angular2
The jupyter angular2 stack for creating wire-frame UX.

Models

RL-Teacher
Code for Deep RL from Human Preferences [Christiano et al]. Plus a webapp for collecting human feedback

EAST
A tensorflow implemention of EAST text detector

Segmenty
Training convnets to segment visual patterns without annotated data

Libraries

CommAI-env
A platform for developing AI systems as described in A Roadmap towards Machine Intelligence

TiSpark
A thin layer built for running Apache Spark on top of TiDB/TiKV

 


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