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The Top 23 Python Keras Time Series Open Source Projects

Open source projects categorized as Python Keras Time Series
Time Series Prediction ⭐ 762
tfts: Time series deep learning models in TensorFlow
total releases 11most recent commit 4 months ago
N Beats ⭐ 686
Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.
most recent commit a year ago
Predictive Maintenance Using Lstm ⭐ 507
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
most recent commit a year ago
Lstm Fcn ⭐ 388
Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification
most recent commit 5 years ago
Keras Anomaly Detection ⭐ 298
Anomaly detection implemented in Keras
most recent commit 6 years ago
Scalecast ⭐ 292
The practitioner's forecasting library
total releases 186most recent commit 3 months ago
Mlstm Fcn ⭐ 241
Multivariate LSTM Fully Convolutional Networks for Time Series Classification
most recent commit 4 years ago
Seriesnet ⭐ 202
Time series prediction using dilated causal convolutional neural nets (temporal CNN)
most recent commit 2 years ago
Dts ⭐ 157
A Keras library for multi-step time-series forecasting.
most recent commit a year ago
Kaggle Competition Favorita ⭐ 138
5th place solution for Kaggle competition Favorita Grocery Sales Forecasting
most recent commit 6 years ago
Lstm_attention ⭐ 131
attention-based LSTM/Dense implemented by Keras
most recent commit 6 years ago
Lstnet ⭐ 122
A Tensorflow / Keras implementation of "Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks" paper
most recent commit 2 years ago
Deeptimeseries ⭐ 110
A Keras-based library for analysis of time series data using deep learning algorithms.
most recent commit 6 years ago
Repo 2016 ⭐ 105
R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation
most recent commit 5 years ago
Deep Learning Based Ecg Annotator ⭐ 92
Annotation of ECG signals using deep learning, tensorflow’ Keras
most recent commit 4 years ago
Kryptoflow ⭐ 63
Real-time analysis of bitcoin markets with Kafka and Tensorflow Serving
total releases 6most recent commit 6 years ago
Timeserio ⭐ 61
Better `keras` models for time series and beyond
total releases 4most recent commit a year ago
Tsgm ⭐ 60
Generative modeling of synthetic time series data and time series augmentations
total releases 3most recent commit 4 months ago
Imbrium ⭐ 56
Standard and Hybrid Deep Learning Multivariate-Multi-Step & Univariate-Multi-Step Time Series Forecasting.
total releases 16most recent commit 6 months ago
Time Series Forecasting Rnn Tensorflow ⭐ 56
Time series forecasting
most recent commit 5 years ago
Tensorflow Cnn Time Series ⭐ 50
Feeding images of time series to Conv Nets! (Tensorflow + Keras)
most recent commit 7 years ago
S Tsfe Dl ⭐ 44
Time Series Feature Extraction using Deep Learning
total releases 11most recent commit 6 months ago
Deeplearning Timeseries ⭐ 36
Timeseries Forecasting via Recurrent Neural Nets [Keras + Theano]
most recent commit 8 years ago
The 7 Latest Releases In Python Keras Time Series Open Source Projects
Scalecast ⭐ 292
The practitioner's forecasting library
total releases 186latest release December 04, 2023most recent commit 3 months ago
S Tsfe Dl ⭐ 44
Time Series Feature Extraction using Deep Learning
total releases 11latest release November 08, 2023most recent commit 6 months ago
Time Series Prediction ⭐ 762
tfts: Time series deep learning models in TensorFlow
total releases 11latest release October 16, 2023most recent commit 4 months ago
Tsgm ⭐ 60
Generative modeling of synthetic time series data and time series augmentations
total releases 3latest release September 28, 2023most recent commit 4 months ago
Timeserio ⭐ 61
Better `keras` models for time series and beyond
total releases 4latest release March 03, 2020most recent commit a year ago
Kryptoflow ⭐ 63
Real-time analysis of bitcoin markets with Kafka and Tensorflow Serving
total releases 6latest release July 31, 2018most recent commit 6 years ago
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