Weekly Machine Learning Opensource Roundup – Apr. 12, 2018

Examples

In-Browser ML-Powered Object Detection Demo
Using Tensorflow.js, detect objects from your webcam with deep learning

queryChain
An open-source image query dictionary app for Android using Tensorflow Lite and SQLite

Keras Project Template
A project template to simplify building and training deep learning models using Keras.

DeepLearn
Implementation of research papers on Deep Learning, NLP, and CV in Python using Keras, Tensorflow and Scikit Learn.

Fundamentals of Data Visualization
A book covering the fundamentals of data visualization

Toolsets

Google Images Download
Python Script to download hundreds of images from ‘Google Images’

PyTorch-NLP
Supporting Rapid Prototyping with a Toolkit including Datasets and Neural Network Layers

Learning Rate
Implementation of Learning Rate Finder, SGDR and Cyclical Learning Rate in Keras

Blurr
Blurr transforms raw data into features for model training and prediction using YAML-based language

Models

Deep Painterly Harmonization
Code and data for paper “Deep Painterly Harmonization”

Non-local Neural Networks for Video Classification
A re-implementation of the video classification experiments in the paper Non-local Neural Networks in Caffe2

Differentiable Plasticity
Implementations of the algorithms described in Differentiable plasticity: training plastic networks with gradient descent, a research paper from Uber AI Labs.

Synchronized BatchNorm PyTorch
Synchronized Batch Normalization implementation in PyTorch.

Syntaxnet
Syntaxnet Parsey McParseface wrapper for POS tagging and dependency parsing

gradcam.pytorch
Pytorch Implementation of Visual Explanations from Deep Networks via Gradient-based Localization

Prediction Optimizer (to stabilize GAN training)
PyTorch Impl. of Prediction Optimizer (to stabilize GAN training)

Libraries

SPCA via Variable Projection
Sparse Principal Component Analysis (SPCA) using Variable Projection

Quick NLP
Pytorch NLP library based on FastAI


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