tfts: Time series deep learning models in TensorFlow

Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|

Deep Learning Time Series | 1,811 | 2 years ago | 8 | apache-2.0 | Jupyter Notebook | |||||

List of papers, code and experiments using deep learning for time series forecasting | ||||||||||

Tensorflow Tutorials For Time Series | 1,039 | 7 years ago | 11 | mit | Jupyter Notebook | |||||

TensorFlow Tutorial for Time Series Prediction | ||||||||||

Time Series Prediction | 762 | 6 months ago | 11 | October 16, 2023 | 11 | mit | Python | |||

tfts: Time series deep learning models in TensorFlow | ||||||||||

Tensorflow Time Series Examples | 425 | 6 years ago | 10 | Python | ||||||

Time Series Prediction with tf.contrib.timeseries | ||||||||||

Lstm_tsc | 345 | 7 years ago | 12 | mit | Python | |||||

An LSTM for time-series classification | ||||||||||

Deepadots | 270 | 4 years ago | 7 | mit | Python | |||||

Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series". | ||||||||||

Timeseries_gan | 246 | 7 years ago | 6 | mit | Python | |||||

A tensorflow implementation of GAN ( exactly InfoGAN or Info GAN ) to one dimensional ( 1D ) time series data. | ||||||||||

Mlstm Fcn | 241 | 4 years ago | 5 | Python | ||||||

Multivariate LSTM Fully Convolutional Networks for Time Series Classification | ||||||||||

Time Series Machine Learning | 220 | 6 years ago | 11 | apache-2.0 | Python | |||||

Machine learning models for time series analysis | ||||||||||

Deep Learning For Hackers | 196 | 4 years ago | 2 | mit | Jupyter Notebook | |||||

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT) |

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