Weekly Machine Learning Opensource Roundup – June 21, 2018

Examples

Interactive Machine Learning List
A collaborative list of interactive Machine Learning, Deep Learning and Stats websites

MaH-browser
Labels image from unsplash.com in Firefox & Chrome – using MobileNet on Tensorflow.Js

Toolsets

TFaaS
TensorFlow as a Service, a general purpose framework to serve TF models.

Box-X
Tool-box for efficient build and debug in Python. Especially for Scientific Computing and Computer Vision.

MonoCorpus
A notepad for software and machine learning

HDFS Client for Go
A native go client for HDFS

dlwin
GPU-accelerated Deep Learning on Windows 10 native (Keras/Tensorflow/CNTK/MXNet and PyTorch)

DataDefender
Sensitive Data Management: Data Discovery and Anonymization toolkit

Metacar
A reinforcement learning environment for self-driving cars in the browser.

Kepler.gl
A data-agnostic, high-performance web-based application for visual exploration of large-scale geolocation data sets

Models

Relation Networks for Object-Detection
The official implementation for Relation Networks for Object Detection based on MXNet

decaNLP
The Natural Language Decathlon: A Multitask Challenge for NLP

DensePose
A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

Lda2vec in Tensorflow
Tensorflow 1.5 implementation of Chris Moody’s Lda2vec, adapted from @meereeum

OpenAI’s Transformer Language Model in PyTorch
A PyTorch implementation of OpenAI’s finetuned transformer language model with a script to import the weights pre-trained by OpenAI

Zero-shot GCN in TensorFlow
A re-implementation of the zero-shot classification in ImageNet in the paper Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs.

Libraries

dbx
A fast, easy-to-use database library for R. Supports Postgres, MySQL, SQLite, and more.

jplow
Java tools and data structures for working with Snowplow events

SLM-Lab
Modular Deep Reinforcement Learning framework in PyTorch.

tensorflow-haskell-deptyped
Reexporting TensorFlow Haskell with dependent typed functions

NVIDIA DALI
A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications

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