Weekly Machine Learning Opensource Roundup – Jan. 11, 2018

Examples

Active Learning Playground
A python module for experimenting with different active learning algorithms

Julia DataFrames Tutorial
A tutorial on Julia DataFrames package

Simple Adversarial Examples
Repo of simple adversarial examples on vanilla neural networks trained on MNIST

Screenshot to code in Keras
A neural network that transforms a screenshot into a static website

Toolsets

TensorLang
Tensorlang, a differentiable programming language based on TensorFlow

The Spiral Language
A statically typed functional language compiling to F# and Cuda

Theres an AI for That
Web based tools for computer vision data preparation and deep learning based object detection built on top of tensorflow object detection.

Convolutional Neural Network Visualizations
Pytorch implementation of convolutional neural network visualization techniques

Pandas Profiling
Create HTML profiling reports from pandas DataFrame objects

Qgrid
An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks

Models

Optic Nerve CNN
Code repository for a paper “Optic Disc and Cup Segmentation Methods for Glaucoma Detection with Modification of U-Net Convolutional Neural Network”

PyTorch ZSSR
PyTorch implementation of “Zero-Shot” Super-Resolution using Deep Internal Learning

A2C
A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow

Tacotron PyTorch
Pytorch implementation of Tacotron

Libraries

ModAL
Modular Active Learning framework for Python3

Voluptuous
A Python data validation library.

ViyaDB
An in-memory columnar analytical data store


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