Weekly Machine Learning Opensource Roundup – Feb. 8, 2018

Example

Tensorflow Project Template
A best practice for tensorflow project template architecture.

Toolsets

Perspective
High Performance Streaming pivot visualization via WebAssembly

LiveCV
A computer vision coding environment that displays results in real time

NdBench
Netflix Data Store Benchmark

Models

Visual Feature Attribution Using Wasserstein GANs PyTorch
Python + Pytorch Implementation of the paper “Visual Feature Attribution using Wasserstein GANs”

MobileNet V2
A Complete and Simple Implementation of MobileNet-V2 in PyTorch

Recurrent Environment Simulators
Deepmind Recurrent Environment Simulators paper implementation in tensorflow

Obfuscated Gradients
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples

Libraries

skift
scikit-learn wrappers for Python fastText.

Lorca.js
Natural Language Processing for Spanish in Javascript. Stemmer, sentiment analysis, readability, tf-idf with batteries, concordance and more!

PyTorchNet
A framework for torch which provides a set of abstractions aiming at encouraging code re-use as well as encouraging modular programming


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