Weekly Machine Learning Opensource Roundup – Feb. 1, 2018

Examples

CADL
Course materials/Homework materials for the FREE MOOC course on “Creative Applications of Deep Learning w/ Tensorflow”

NapkinML
A tiny lib with pocket-sized implementations of machine learning models in NumPy.

Awesome Text Summarization
The guide to tackle with the Text Summarization

Moviebox
Moviebox is a content based machine learning recommending system build with the powers of tf-idf and cosine similarities

CakeChat
Emotional Generative Dialog System

ConGAN
Image Generator that can produce good images with relatively small number of examples and without any resolution dependencies.

Simple(x) Global Optimization
Experimental Global Optimization Algorithm

Toolsets

NiftyNet
An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

Data Linter
A lightweight, automated sanity checking for ML Data Sets

pydlt
PyTorch based Deep Learning Toolbox

React Timeseries Charts
Declarative and modular timeseries charting components for React

Models

Minigo
An open-source implementation of the AlphaGoZero algorithm

Adversarial Image Defenses
Countering Adversarial Image using Input Transformations.

Integrated Gradients
Python/Keras implementation of integrated gradients presented in “Axiomatic Attribution for Deep Networks” for explaining any model defined in Keras framework.

Variational Shape Learner
VSL employs an unsupervised approach to learning and inferring the underlying structure of voxelized 3D shapes

DC-TTS
A TensorFlow Implementation of DC-TTS: yet another text-to-speech model

Library

Open3D
A Modern Library for 3D Data Processing

 


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