Weekly Machine Learning Opensource Roundup – Mar. 28, 2019

Examples

Virgilio
Your new Mentor for Data Science E-Learning.

Slack GPT2
OpenAI’s GPT2 integrated with slack.

Beagle
An incident response and digital forensics tool which transforms security logs and data into graphs.

Toolsets

lineflow
Simple NLP Data Loader for All Deep Learning Frameworks in Python

Brusta
language-agnostic PyTorch model serving project

DeepAugment
Discover augmentation strategies tailored for your dataset

automl-gs
A tool which offers a zero code/model definition interface to getting an optimized model and data transformation pipeline in multiple popular ML/DL frameworks from input CSV.

Models

VoiceFilter
Unofficial PyTorch implementation of Google AI’s VoiceFilter system

pytorch-pretrained-BigGAN
A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

BigGAN-PyTorch
The author’s officially unofficial PyTorch BigGAN implementation.

image-super-resolution
Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

pytorch_gan_pretrained
Pretrained GANs in pytorch for MNIST/CIFAR.

two-step-task
Implementation of the two-step-task as described in “Prefrontal cortex as a meta-reinforcement learning system” and “Learning to Reinforcement Learn”.

Libraries

AmpliGraph
Python library for Representation Learning on Knowledge Graphs

 

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