Weekly Machine Learning Opensource Roundup – July 5, 2018

Examples

Is this loss? A Loss.jpg Detector
Source for the highly popular Android application known as “Is this loss?”

T2F
Text to face generation using Deep Learning. This project combines two of the recent architectures StackGAN and ProGAN for synthesizing faces from textual descriptions.

Discover Feature Relationships
Attempt to discover 1D relationships between all columns in a DataFrame using scikit-learn (RandomForests) and standard correlation tests (Pearson, Spearman and Kendall via Pandas).

Toolsets

HOTTBOX
Higher Order Tensors Toolbox for tensor decompositions, statistical analysis, visualisation, feature extraction, regression and non-linear classification of multi-dimensional data.

Enso
An Open Source Library for Benchmarking Embeddings + Transfer Learning Methods

MuViLab
A manual annotation tool to help you labelling videos for computer vision, machine learning and AI applications

Palisade
Scalable Data Policy Management and Enforcement

Models

WorldModels
Full World Models Implementation in Chainer

sg2im
Code for “Image Generation from Scene Graphs”, Johnson et al, CVPR 2018

darts
Differentiable architecture search for convolutional and recurrent networks

HNATT
Train and visualize Hierarchical Attention Networks

Guided Attention Inference Network
An implementation of Guided Attention Inference Network (GAIN) presented in Tell Me Where to Look(CVPR 2018).

Libraries

tfjsx
Tensorflow.js + React JSX = The ML API you never asked for

Smart-Fruit
A Python schema-based machine learning library

Framework

MACE
Mobile AI Compute Engine (or MACE for short) is a deep learning inference framework optimized for mobile heterogeneous computing platforms

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