Awesome Data Analysis
Section: Tools · Python library for ARIMA modeling and time series analysis.
Entry
Appears in 4 awesome lists
Python - A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
Section: Tools · Python library for ARIMA modeling and time series analysis.
Section: Time Series Analysis · Python - A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
Section: TimeSeries Analysis · A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
Section: TimeSeries Analysis · A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
Python module that allows users to explore data, estimate statistical models, and perform statistical tests.
Visualize time series (from sources such as: MQTT, Websockets, ZeroMQ, UDP, etc., supports data formats such as JSON, CBOR, BSON, Message Pack, etc.). It is a fast, powerful and intuitive cross-platform tool.
Python library for automatic extraction of relevant features from time series.
Python - Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
Pretrained time series foundation model for long-horizon forecasting across diverse scientific domains including climate variables, biomedical signals, and physical observations; decoder-only Transformer architecture with strong zero-shot generalization (19.8K+ stars, Apache 2.0, 2024-2025)
Probabilistic time series modeling with deep learning. Powers Amazon SageMaker forecasting with PyTorch and MXNet backends. Apache 2.0 licensed.
Statistical tests. linearmodels - Instrumental variable and panel data models. nomograms - Visualization for linear models, explanation (Part of rms R package) pingouin - Statistical tests. Pairwise correlation between columns of pandas DataFrame scipy.stats - Statistical tests. scikit-posthocs -…
Python - Python library for timeseries modelling and inference (frequentist and Bayesian) on models.