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timeseries-analysis

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statsmodels /statsmodels

Statsmodels: statistical modeling and econometrics in Python

python data-science statistics prediction econometrics forecasting data-analysis regression-models hypothesis-testing generalized-linear-models timeseries-analysis robust-estimation count-model

UpdatedDec 17, 2025
Python

qingsongedu /time-series-transformers-review

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

review machine-learning awesome timeseries deep-learning time-series transformers survey transformer forecasting classification anomalydetection timeseries-analysis time-series-forecasting

UpdatedAug 8, 2024

apache /horaedb

Apache HoraeDB (incubating) is a high-performance, distributed, cloud native time-series database.

rust distributed-database cloud-native tsdb timeseries-database timeseries-analysis iot-database prometheus-remote-storage horaedb

UpdatedDec 11, 2025
Rust

qingsongedu /awesome-AI-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

machine-learning data-mining awesome tutorial timeseries deep-learning signal-processing forecasting classification awesome-list missing-data anomalydetection temporal-models spatio-temporal-analysis timeseries-analysis timeseriesclassification timeseries-forecasting changepoint-detection timeseries-prediction temporal-point-processes

UpdatedApr 6, 2024

grass

OSGeo /grass

GRASS - free and open-source geospatial processing engine

python science data-science machine-learning jupyter vector geospatial parallel-computing gis image-processing raster spatial open-science remote-sensing arrays hacktoberfest earth-observation geospatial-analysis grass-gis timeseries-analysis

UpdatedDec 17, 2025
C

microsoft /TimeCraft

Official code for TimeCraft: A Time Series Generation Framework for Real-World Applications

machine-learning timeseries-analysis generative-ai

UpdatedNov 19, 2025
Python

business-science /pytimetk

Time series easier, faster, more fun. Pytimetk.

time timeseries time-series pandas timeseries-analysis polars

UpdatedNov 27, 2025
Python

target /matrixprofile-ts

A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile

python data-science time-series pypi motif python3 pip motif-discovery pypi-packages timeseries-analysis pip3 matrix-profile timeseries-segmentation

UpdatedJul 16, 2024
Python

reservoirpy

reservoirpy /reservoirpy

A simple and flexible code for Reservoir Computing architectures like Echo State Networks

python machine-learning timeseries neural-network machine-learning-algorithms esn recurrent-neural-networks artificial-intelligence reservoir echo-state-networks reservoir-computing timeseries-analysis timeseries-forecasting timeseries-prediction

UpdatedNov 5, 2025
Python

earthgecko /skyline

Anomaly detection

python timeseries influxdb detection graphite prometheus telegraf anomaly anomaly-detection timeseries-analysis victoriametrics

UpdatedDec 12, 2024
Python

timemachines

microprediction /timemachines

Predict time-series with one line of code.

timeseries time-series prediction predictions predictive-modeling prediction-algorithm time-series-analysis timeseries-data timeseries-analysis timeseries-forecasting

UpdatedOct 21, 2024
Python

NetManAIOps /ChatTS

[VLDB' 25] ChatTS: Understanding, Chat, Reasoning about Time Series with TS-MLLM

timeseries timeseries-analysis multimodal llm

UpdatedNov 24, 2025
Python

microprediction

microprediction /microprediction

If you can measure it, consider it predicted

timeseries time-series keras kalman-filter online-algorithms timeseries-database fbprophet timeseries-data hmmlearn timeseries-analysis nowcasting timeseries-forecasting tslearn timeseries-clustering pmdarima tsfresh timeseries-prediction filterpy

UpdatedOct 15, 2025
Jupyter Notebook

TheDatumOrg /kshape-python

Python implementation of k-Shape

python timeseries clustering time-series-clustering timeseries-analysis kshape

UpdatedOct 5, 2023
Python

databrickslabs /tempo

API for manipulating time series on top of Apache Spark: lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, downsampling, and interpolation

python data-science scala timeseries time-series pandas data-analysis timeseries-data timeseries-analysis

UpdatedDec 4, 2025
Jupyter Notebook

30lm32 /ml-projects

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

nlp docker machine-learning deep-learning random-forest text-classification tensorflow svm word2vec geolocation keras gensim tensorboard ab-testing spam-classification lstm-neural-networks imbalanced-data kdtree timeseries-analysis mlflow

UpdatedDec 15, 2020

tr8dr /tseries-patterns

trend / momentum and other patterns in financial timeseries

patterns trading quant timeseries-analysis trend-analysis

UpdatedJun 27, 2021
Jupyter Notebook

gaborvecsei /Stocks-Pattern-Analyzer

This tool should help discover different patterns based on similarity measures in historical (financial) data

heroku finance timeseries restapi stock-market forecasting stock-price-prediction stocks stock-data similarity-search timeseries-analysis hacktoberfest2021 stocks-pattern-analyzer timeserie-indexing

UpdatedJun 20, 2023
Python

fusedio /udfs

Public Fused UDFs. Build any scale workflows with the Fused Python SDK and Workbench webapp, and integrate them into your stack with the Fused Hosted API.

python data-science vector geo geospatial gis raster spatial udf earth-observation geospatial-analysis timeseries-analysis geopython

UpdatedDec 17, 2025
Python

zamanzadeh /ts-anomaly-benchmark

Time-Series Anomaly Detection Comprehensive Benchmark

machine-learning time-series dataset anomaly timeseries-data anomaly-detection timeseries-analysis multivariate-timeseries univariate-timeseries

UpdatedSep 28, 2025

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