Weekly BigData & ML Roundup – Sep. 21, 2017

Examples

fast.ai
The fast.ai deep learning library, lessons, and tutorials

TensorFlow Tutorials
TensorFlow Tutorials with YouTube Videos

Evolving Snakes
Snakes from the classical game are controlled by neural networks and evolve using a genetic algorithm.

TagSpace tensorflow
Tensorflow implementation of Facebook TagSpace

DeepLearing Benchmark
Playing with various deep learning tools and network architectures

I2
Interactive Real-Time Visualization for Streaming Data

Toolsets

Toytree
A minimalist tree plotting library using toyplot graphs

Awareness
The new architecture of co-computation for data processing and machine learning.

Cat Classifier
An experiment to visualize a trained logistic regression model as graph plots

FAIR Sequence-to-Sequence Toolkit
Facebook AI Research Sequence-to-Sequence Toolkit written in PyTorch

Fabrik
A platform to build deep learning models online

Models

gans-collection.torch
Torch implementation of various types of GAN (e.g. DCGAN, ALI, Context-encoder, DiscoGAN, CycleGAN)

Starspace
A general-purpose neural model for efficient learning of entity embeddings for solving a wide variety of problems

Volumetric Regression Network
Torch7/MATLAB code for “Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression”

Libraries

Mind
A flexible neural network library for Node.js and the browser

TensorFlowSharp
TensorFlow API for .NET languages


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