Weekly Machine Learning Opensource Roundup – Oct. 18, 2018

Examples

Deep Play-by-Play
Labelling NBA action using deep learning

PhotoPrism
A server-based application for browsing, organizing and sharing your personal photo collection, powered by Go and Google TensorFlow.

Toolsets

Tensorflow-input-pipeline
A simpler way of reading data into TensorFlow

Camelot
PDF Table Extraction for Humans

Models

DME
Dynamic Meta-Embeddings for Improved Sentence Representations

HDLTex
Hierarchical Deep Learning for Text Classification

PyTorch-NEAT
PyTorch NEAT builds upon NEAT-Python by providing some functions which can turn a NEAT-Python genome into either a recurrent PyTorch network or a PyTorch CPPN for use in HyperNEAT or Adaptive HyperNEAT.

image-captioning
This repository contains PyTorch implementations of “Show and Tell: A Neural Image Caption Generator” and “Show, Attend and Tell: Neural Image Caption Generation with Visual Attention”.

RMDL
Random Multi-model Deep Learning for Classification

DeepQ-Decoding
Decoders for fault tolerant quantum computation via deepQ reinforcement learning

DeepMimic
Motion imitation with deep reinforcement learning. The framework uses reinforcement learning to train a simulated humanoid to imitate a variety of motion skills from mocap data.

3DDFA
The pytorch improved re-implementation of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

Libraries

TRFL
A library built on top of TensorFlow that exposes several useful building blocks for implementing Reinforcement Learning agents.

kafkabridge
The Apache Kafka Client SDK

Scalar DB
A library that provides an storage abstraction and client-coordinated distributed transaction on top of Cassandra

 

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