Weekly Machine Learning Opensource Roundup – Sep. 13, 2018

Examples

GAN Decks
AI Generated Skateboard Decks

Graffiti Net
A way to document all unique street art in the world and create a genealogy of all publicly visual media using machine learning.

FAST
End-to-end earthquake detection pipeline via efficient time series similarity search

Paper with Code
Papers with code. Sorted by stars. Updated weekly.

Seminars DeepBayes Summer School 2018
Discussion materials regarding how Bayesian Methods can be combined with Deep Learning and lead to better results in machine learning applications at Deep|Bayes summer school Moscow.

US Building Footprints
Computer generated building footprints for the United States

Donkey RL
Train Donkey Car in Unity Simulator with Reinforcement Learning

Toolset

jupytext
Jupyter notebooks as Markdown documents, Julia, Python or R scripts

Models

Adaptive Feeding
Achieving Fast and Accurate Detections by Adaptively Combining Object Detectors

Keras-MMoE
Keras implementation of Multi-gate Mixture-of-Experts

ProSR
A Fully Progressive Approach to Single-Image Super-Resolution

DecoupleLearning
Implementation codes of ECCV 2018 paper “Decouple Learning for Parameterized Image Operators”

Libraries

Fluent
A fully managed, data-first computation framework under development of U.C. Berkeley RISE Lab.

go-tsne
t-Distributed Stochastic Neighbor Embedding (t-SNE) in Go

NLP.js
An NLP library built in node over Natural, with entity extraction, sentiment analysis, automatic language identify, and so more

 

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