Weekly Machine Learning Opensource Roundup – Oct. 4, 2018

Examples

TensorFlow Course
Simple and ready-to-use tutorials for TensorFlow

Java Machine Learning
Simple machine learning library for Java, with fully connected, convolutional, and recurrent layers. The library is mainly for educational purposes, and it is way too slow to be used on actual projects.

Awesome Human Pose Estimation
A collection of awesome resources in Human Pose estimation.

WordGenerator
This is the code for a blog post on Generating Words from Embeddings. It uses a character level decoder RNN to convert a word embedding (which represents a meaning) into a word by sampling one character at a time.

Toolsets

blaze
A blazing fast exporter for your Elasticsearch data.

HBaseToHive
This project is for Transferring data from Hbase table to different targets like HDFS file/ Hive table / another Hbase Table.

Model

deeplabv3
PyTorch implementation of “Rethinking Atrous Convolution for Semantic Image Segmentation” (DeepLabV3), trained on the Cityscapes dataset.

Libraries

Stellar Graph
A Python library for machine learning on graph-structured (or equivalently, network-structured) data.

keras-loves-torchtext
Make Torchtext work with Keras.

Priority Kafka Client
Kafka Client that allows records to produce to and consume from Kafka on configured priority levels

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