hfawaz

dl-4-tsc

Deep Learning for Time Series Classification

InceptionTime

InceptionTime: Finding AlexNet for Time Series Classification

bigdata18

Transfer learning for time series classification

cd-diagram

Critical difference diagram with Wilcoxon-Holm post-hoc analysis.

aaltd18

Data augmentation using synthetic data for time series classification with deep residual networks

ijcnn19ensemble

Deep Neural Network Ensembles for Time Series Classification

ijcnn19attacks

Adversarial Attacks on Deep Neural Networks for Time Series Classification

miccai18

Evaluating surgical skills from kinematic data using convolutional neural networks

DreamTime

InceptionTime: Finding AlexNet for Time Series Classification

ijcars19

Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks

aime19

Automatic alignment of surgical videos using kinematic data

UCR_Time_Series_Classification_Deep_Learning_Baseline

Fully Convlutional Neural Networks for state-of-the-art time series classification

sktime

A scikit-learn compatible Python toolbox for supervised learning with time-series/panel data

datasets

🤗 Fast, efficient, open-access datasets and evaluation metrics in PyTorch, TensorFlow, NumPy and Pandas

hfawaz.github.io

AdaTime

[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data

anaconda

Anaconda turns your Sublime Text 3 in a full featured Python development IDE including autocompletion, code linting, IDE features, autopep8 formating, McCabe complexity checker Vagrant and Docker support for Sublime Text 3 using Jedi, PyFlakes, pep8, MyPy, PyLint, pep257 and McCabe that will never freeze your Sublime Text 3

CDAN

Code release for "Conditional Adversarial Domain Adaptation" (NIPS 2018)

dl4j-examples

Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)

keras-io

Keras documentation, hosted live at keras.io

nsfw_data_scraper

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

ProximityForest

Scalable and accurate classifier for time series

Twitter-L-LDA

A set of tools for performing Labeled Latent Dirichlet Allocation on textual datasets, with an emphasis on Twitter profiles. Contains tools for analysing the results of model training and inference.