Weekly Machine Learning Opensource Roundup – May 9, 2019

Examples

Bird DS
A full-stack machine learning application, that classifies scooters into nests in real-time based on scooter attributes and city features

Multilabel Classification
Repository containing code for the blog post titled “How To Easily Classify Food Using Deep Learning and Tensorflow”

DocProduct
Keras BERT for Medical Question Answer Retrieval using Tensorflow 2.0 With GPT-2 for Answer Generator

Toolsets

AnimalAI Olympics
The Animal AI Olympics competition training environment

Ax
An accessible, general-purpose platform for understanding, managing, deploying, and automating adaptive experiments.

Amundsen Frontend
A metadata driven application for improving the productivity of data analysts, data scientists and engineers when interacting with data.

TensorFlow Graphics
TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow

Models

Transformer-XL
Implementation of “Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context”

GWNN
A TensorFlow implementation of Graph Wavelet Neural Network

SGCN
A PyTorch implementation of “Signed Graph Convolutional Network” (ICDM 2018).

hicr-capsnet
Tensorflow implementation of “Handwritten Indic Character Recognition using Capsule Networks” [ASPCON 2018]

Billion-scale semi-supervised learning
Implementing Billion-scale semi-supervised learning for image classification using Pytorch

Disentangled VAE
Experiments for understanding disentanglement in VAE latent representations

Libraries

creme
A library for online machine learning, also known as incremental learning. Online learning is a machine learning regime where a model learns one observation at a time.

alibi
Algorithms for monitoring and explaining machine learning models

DeepSwarm
Neural Architecture Search Powered by Swarm Intelligence

SQLFlow
A bridge that connects a SQL engine, e.g. MySQL, Hive, SparkSQL or SQL Server, with TensorFlow and other machine learning toolkits.

TensorNetwork
A TensorFlow library for easy and efficient manipulation of tensor networks.

Frameworks

MNN
MNN is a lightweight deep neural network inference engine.

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