Weekly BigData & ML Roundup – July 20, 2017

Examples

Twitch Streamer
Spark Streaming library for reading chat messages from Twitch.tv

Deep Learning Project
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

Depression Detect
Predicting depression from acoustic features of speech using a Convolutional Neural Network.

Neural Machine Translation (seq2seq) Tutorial
This tutorial gives readers a full understanding of seq2seq models and shows how to build a competitive seq2seq model from scratch.

Iris: A Conversational Agent for Data Science
A extensible conversational agent for data science tasks

Toolsets

Guild AI
Guild AI supplements your TensorFlow™ operations by collecting a wide range of information about your model’s performance

TF Stage
A fast and canonical project setup for TensorFlow models. The most difficult part of getting started with TensorFlow isn’t deep learning, it’s putting together hundreds of API calls into a cohesive model.

Hugo Jupyter
Publish Jupyter notebooks with Hugo

Models

Foolbox
Python toolbox to create adversarial examples that fool neural networks

Facebook SparseConvNet
This is the Torch/PyTorch library for training Submanifold Sparse Convolutional Networks

Lip Reading
Cross Audio-Visual Recognition using 3D Architectures

Libraries

Catboost
CatBoost is an open-source gradient boosting on decision trees library with categorical features support out of the box for Python, R

Tensorforce
A TensorFlow library for applied reinforcement learning

Intel OAP
Optimized Analytics Package for Spark Platform

Apache Olingo
A Java library and extensions around the Open Data specification.

Finch
Many Machine Learning Models based on TensorFlow / PyTorch (Keep Updating)

Dense AI
A library for dense inference and training of Convolutional Neural Networks (CNNs) on Images for Segmentation and Detection in PyTorch

Tensorflow Scala
TensorFlow API for the Scala Programming Language

Framework

Apache Hawq (incubating)
A Hadoop native SQL query engine that combines the key technological advantages of MPP database with the scalability and convenience of Hadoop


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