Weekly Machine Learning Opensource Roundup – Apr. 4, 2019

Examples

Tensorflow without A PhD
A crash course in six episodes for software developers who want to become machine learning practitioners.

Bezos
Build your own Reinforcement Learning framework

Toolsets

WRF
The official repository for the Weather Research and Forecasting (WRF) model

coq_jupyter
Jupyter kernel for Coq

imageatm
A one-click tool that automates the workflow of a typical image classification pipeline in an opinionated way

microdraw
Collaborative vectorial annotation tool for ultra high resolution data.

Models

mt-dnn
Multi-Task Deep Neural Networks for Natural Language Understanding

StyleGAN-Keras
StyleGAN made with Keras (without growth or mixing regularization)

INQ-pytorch
A PyTorch implementation of “Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights”

frontalization
Pytorch deep learning face frontalization model

pytorch-tree-lstm
Pytorch implementation of the child-sum Tree-LSTM model

Libraries

PyTorch-BigGraph
Software used for generating embeddings from large-scale graph-structured data.

Spark SQL Adaptive Execution
Spark SQL Adaptive Execution includes auto setting the shuffle partition number, optimizing join strategy at runtime and handling skewed join.

 

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