Weekly Machine Learning Opensource Roundup – Nov. 29, 2018

Example

QuickDraw
Implementation of Quickdraw – an online game developed by Google

Toolsets

GPU Monitor
Monitor your GPUs whether they are on a single computer or in a cluster

Chartify
Python library that makes it easy for data scientists to create charts.

TorchCraftAI
A platform that lets you build agents to learn to play StarCraft Brood War

Reaver
StarCraft II Deep Reinforcement Learning Agent. Modular DRL framework. Works with Gym, Atari, and MuJoCo as well.

GANDissect
Pytorch-based tools for visualizing and understanding the neurons of a GAN

Models

New PNN Repository
This repo houses the new PNN code, along with the author’s responses to the issue raised in the recent Reddit discussion

FPN-Pytorch
Focusing on Faster R-CNN instead of Mask R-CNN, more modules are added on top of Feature Pyramid Network (FPN) which recently became a common backbone in object detection

MIRorR
Matchable Image Retrieval by Learning from Surface Reconstruction

Library

ensmallen
A header-only C++ library for mathematical optimization that provides a simple set of abstractions for writing an objective function to optimize. It also provides a large set of standard and cutting-edge optimizers that can be used for virtually any mathematical optimization task.

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