Weekly BigData & ML Roundup – Oct. 19, 2017

Examples

Rapid Draw
A simple artificial intelligence experiment to find out if mobile neural networks can recognize human-made doodles

Chancey NN
Predict college admissions outcome using AI

Instagram Influencers
Identifying a Large Number of Fake Followers on Instagram

NLP Tasks
Natural Language Processing Tasks and Selected References

The Python Graph Gallery
A website displaying hundreds of charts made with Python

Toolsets

Halide
a language for image processing and computational photography

Test Tube
Python library to easily log, organize and optimize Deep Learning experiments

Artemis
Artemis aims to get rid of all the boring, bureaucratic coding involved in machine learning projects, so you can get to the good stuff quickly.

Scikit Plot
An intuitive library to add plotting functionality to scikit-learn objects.

Sacred
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

Models

Gail-TF
Tensorflow Implementation of Generative Adversarial Imitation Learning

PyTorch SepConv
an implementation of Video Frame Interpolation via Adaptive Separable Convolution using PyTorch

Libraries

hs2client
C++ native client for Impala and Hive, with Python / pandas bindings

Guided LDA
Semi supervised guided topic model with custom guidedLDA

BLIS
BLAS-like Library Instantiation Software Framework

Frameworks

Grakn.AI
A Hyper-Relational Database for Knowledge-Oriented System

Horovod
Distributed training framework for TensorFlow.

 


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