[IJCAI'18] Spatio-Temporal Graph Convolutional Networks

Predict time-series with one line of code.

A curated list of various semantic web and linked data resources.

Codebase for "Deep Learning for Case-based Reasoning through Prototypes: A Neural Network that Explains Its Predictions" (to appear in AAAI 2018)

Detecting and Compensating Sensor Faults in a Hydraulic Condition Monitoring System

Automatic extraction of relevant features from time series:

Time series distances: Dynamic Time Warping (fast DTW implementation in C)

Highly comparative time-series analysis

Java module for reading from Kafka and writing to Jena using kafka-java-consumer, JenaTDB and Fuseki

Sequence modeling benchmarks and temporal convolutional networks

Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running mat…

Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)

Library for fast text representation and classification.

Learning embeddings for classification, retrieval and ranking.