Weekly Machine Learning Opensource Roundup – Apr. 11, 2019

Example

cnn-exposed
Interpreting Convolutional Neural Network (CNN) Results.

Toolsets

treon
Easy to use test framework for Jupyter Notebooks

sewar
All image quality metrics you need in one package.

autoray
Write numeric code that automatically works with any numpy-ish libraries.

Quantified Self (QS) Ledger
Quantified Self Personal Data Aggregator and Data Analysis

overboard
Pure Python dashboard for monitoring deep learning experiments (like TensorBoard for PyTorch/MXNet/etc, without a browser)

Models

Pytorch GAN Zoo
A mix of GAN toolbox implementations including progressive growing

Variational-Autodecoder
A Generic Implementation of Variational Auto-Decoder

RandWireNN
Implementation of: “Exploring Randomly Wired Neural Networks for Image Recognition”

mask-rcnn-edge-agreement-loss
Implementation of “Faster Training of Mask R-CNN by Focusing on Instance Boundaries”

Libraries

pyts
A Python package for time series transformation and classification

TensorStream
A library for real-time video stream decoding to CUDA memory providing integration with frameworks such as PyTorch

pytorch-cpp-rl
PyTorch C++ Reinforcement Learning

 

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