Skills tagged "time-series"

aeon - Time series machine learning toolkit
time-series machine-learning python scikit-learn
★ 0 · Updated 2026-09-23
Provides scikit-learn compatible algorithms for time series classification, regression, clustering, forecasting, anomaly detection, and similarity search.
⚙ Classify time series data ⚙ Predict continuous values ⚙ Cluster time series patterns
td-powerspec - Power spectrum analysis for frequency domain insights
teradata uaf time-series power-spectrum
★ 18 · Updated 2026-09-19
Executes power spectrum analysis for frequency domain insights and periodicity detection using Teradata Unbounded Array Framework.
⚙ Analyze time series data structure ⚙ Generate UAF SQL workflows ⚙ Optimize TD_PowerSpec parameters
ssm - Fit and analyze state-space models on time-series data
state-space models hmm slds lds
★ 2 · Updated 2026-09-16
Fits and analyzes HMM, SLDS, and LDS state-space models on time-series data with support for missing data, model comparison, and state extraction.
⚙ Fit state-space models ⚙ Decode discrete latent states ⚙ Smooth continuous latent trajectories
Time Series Analysis - Analyze trends, seasonality, and anomalies in time series.
time-series trend seasonality stationarity
★ 0 · Updated 2026-09-10
Performs trend and seasonality decomposition, stationarity testing, moving average calculation, and temporal anomaly detection.
⚙ Compute short and long moving averages ⚙ Test stationarity using Augmented Dickey-Fuller ⚙ Analyze autocorrelation across lags
statistics - Statistics for Geoscience Research
geostatistics time-series uncertainty-quantification z-score
★ 18 · Updated 2026-09-09
Provides statistical methods, uncertainty quantification, and time series analysis for paleoseismic and geoscience research.
⚙ Calculate z-scores for anomaly detection ⚙ Quantify dating uncertainty ⚙ Compute recurrence intervals
find-hypertable-candidates - Identify PostgreSQL Tables for TimescaleDB
PostgreSQL TimescaleDB database analysis time-series
★ 394 · Updated 2026-06-15
Analyze PostgreSQL database to find tables suitable for TimescaleDB hypertable conversion
⚙ analyze database schema ⚙ retrieve table statistics ⚙ examine index patterns
statsforecast_polars_ensemble_pipeline - Univariate Time Series Forecasting Pipeline
time-series forecasting ensemble cross-validation
★ 17 · Updated 2026-05-11
Execute univariate time series forecasting pipeline using StatsForecast and Polars with cross-validation, ensemble models, and formatted output.
⚙ concatenate identifiers ⚙ rename columns ⚙ filter data
pointline-researcher - Pointline Data Lake Research API
data lake quant research time-series financial data
★ 0 · Updated 2026-03-23
Research API for querying Pointline data lake with event data, symbols, time-series spines, and metadata.
⚙ load events ⚙ discover symbols ⚙ load metadata