Weekly Machine Learning Opensource Roundup – Nov. 22, 2018

Examples

Self-Driving Pi Car
A deep neural network based self-driving car, that combines Lego Mindstorms NXT with the computational power of a Raspberry Pi 3.

SOP-Generator
A simple LSTM based Statement of Purpose Generator for grad school.

Age Predictor Application
Detecting A Person’s Age In A Photo

Toolsets

EuclidesDB
A multi-model machine learning feature database that is tight coupled with PyTorch and provides a backend for including and querying data on the model feature space.

bert-as-service
This repo uses BERT as the sentence encoder and hosts it as a service via ZeroMQ, allowing you to map sentences into fixed-length representations in just two lines of code.

Stable Baselines
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

RL Baselines Zoo
A collection of pre-trained RL agents using Stable Baselines

Models

HMTL
Hierarchical Multi-Task Learning – A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

arbitrary-image-stylization-tfjs
Arbitrary image stylization using TensorFlow.js

procedural-advml
Procedurally generated adversarial examples against black-box image classifiers

Library

pylift
An Transformation-based uplift modeling package that provides fast uplift modeling implementations and evaluation tools. While other packages and more exact methods exist to model uplift.

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