Weekly Machine Learning Opensource Roundup – June 14, 2018

Examples

Launchaco AI Logo Builder
Free AI powered logo builder

SimplifAI
Free automated deep learning for spreadsheets

AI4Animation
Character Animation in Unity3D using Deep Learning and Biologically-Inspired Artificial Intelligence

Tensorflow Eager Tutorials
Simple tutorials for building neural networks with TensorFlow Eager

Audio Auto-Tagging
Convolutional Neural Network for auto-tagging of audio clips on MagnaTagATune dataset

Toolsets

Jetpack
A friendly package manager for R

TensorFlow Serving
A flexible, high-performance serving system for machine learning models

ipynb-tex.sty
Include Jupyter notebook cells in TeX documents

tSNE for TensorFlow.js
An improved tSNE implementation that runs in web browser with WebGL

Models

Attention Primer
A demonstration of the attention mechanism with some toy experiments and explanations.

Intelligent Interface
Research into the capabilities of RL applied to User Interface

infnet-spen
TensorFlow implementation of Inference Networks for Structured Prediction Energy Networks.

Speech Recognition with Tensorflow
Implementation of a seq2seq model for speech recognition. Architecture similar to Listen, Attend and Spell.

Pre-trained TensorFlow.js models
Pretrained models for TensorFlow.js

Libraries

ml5-library
Friendly machine learning for the web!

datahike
A durable datalog implementation adaptable for distribution.

unyt
Handle, manipulate, and convert data with units in Python

Pipeline
Stateful fail-tolerant data streaming library based on Akka Streams. Inspired by Chandy-Lamport algorithm and similar implementation in Apache Flink.

Framework

Natural Series Db
A time-series database streaming oriented optimized for the serving layer.

 

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