Weekly Machine Learning Opensource Roundup – Jan. 25, 2018

Examples

French Presidential Election
The Race to the Élysée Palace – Analysis of the 2017 French Presidential Election

FireCaster
How Can We Use Data to Predict Domestic Fire Risk and Save Lives?

Github Network
Experimentatal analysis on Github data as a network using Spark and JanusGraph to create a better popularity ranking. The project accompanies blog post #1 and post #2.

GaussRank
Blog Post : Preparing continuous features for neural networks with GaussRank

Continuous Image Autoencoder
Deep learning image autoencoder independent of image resolution

Toolsets

piglet
A compiler for the Pig Latin dataflow language on modern data analytics platforms such as Apache Spark and Apache Flink

Chatistics
Python scripts to convert chat logs from Facebook Messenger and Google Hangouts into Pandas DataFrames.

DeepLeague
Leveraging computer vision and deep learning on the League of Legends mini map, DeepLeague gives developers easy access to the data encoded in the pixels of the game.

Tensorboard PyTorch
Tensorboard for PyTorch

Models

art-DCGAN
Modified implementation of DCGAN focused on generative art. Includes pre-trained models for landscapes, nude-portraits, and others.

Minimal GLO
Minimal PyTorch implementation of Generative Latent Optimization from the paper “Optimizing the Latent Space of Generative Networks”

Detectron
Facebook AI Research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

Poincaré Embeddings
PyTorch implementation of the NIPS-17 paper “Poincaré Embeddings for Learning Hierarchical Representations”

Libraries

Tensorly
A fast and simple Python library for tensor learning built on top of NumPy, SciPy and MXNet. It allows for fast and straightforward tensor decomposition, tensor learning and tensor algebra.

JanusGraph
A highly scalable graph database optimized for storing and querying large graphs with billions of vertices and edges distributed across a multi-machine cluster. JanusGraph is a transactional database that can support thousands of concurrent users, complex traversals, and analytic graph queries.


Like to add your project? tweet me, @stkim1!

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