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Top 11 timeseries-analysis Open-Source Projects
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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time-series-transformers-review
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
Project mention: time-series-transformers-review: NEW Data - star count:1424.0 | /r/algoprojects | 2023-08-12 -
GRASS GIS offers powerful raster, vector, and geospatial processing engines in a single integrated software suite. It includes tools for terrain and ecosystem modeling, hydrology, visualization of raster and vector data, management and analysis of geospatial data, and the processing of satellite and aerial imagery. It comes with a temporal framework for advanced time series processing and a Python API for rapid geospatial programming. GRASS GIS has been optimized for performance and large geospatial data analysis.
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Project mention: So, You Recommended a Python Time-Series Package … Now What? | /r/Python | 2023-03-29
Good question. Tried filing a feature request or discussion on their repo? Or one idea would be to chase prophet's residuals, somewhat similar to this: https://github.com/microprediction/timemachines/blob/main/timemachines/skaters/proph/prophskaterscomposed.py
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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 (by databrickslabs)
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Stocks-Pattern-Analyzer
This tool should help discover different patterns based on similarity measures in historical (financial) data
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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CueObserve
Timeseries Anomaly detection and Root Cause Analysis on data in SQL data warehouses and databases
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time-series-streaming-analytics-template
Template to quickstart streaming analytics using Apache Kafka for ingestion, QuestDB for time-series storage and analytics, Grafana for near real-time dashboards, and Jupyter Notebook for data science
Project mention: Show HN: Open-source template for end-to-end streaming analytics | news.ycombinator.com | 2024-02-08 -
demo-realtime-digital-marketing
This application is a demo of how to use SingleStore to serve ads to users based on their behavior and realtime location.
timeseries-analysis related posts
- So, You Recommended a Python Time-Series Package … Now What?
- tempo: NEW Data - star count:168.0
- tempo: NEW Data - star count:168.0
- tempo: NEW Data - star count:168.0
- tempo: NEW Data - star count:168.0
- tempo: NEW Data - star count:168.0
- tempo: NEW Data - star count:168.0
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A note from our sponsor - WorkOS
workos.com | 28 Mar 2024
Index
What are some of the best open-source timeseries-analysis projects? This list will help you:
Project | Stars | |
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1 | statsmodels | 9,435 |
2 | incubator-horaedb | 2,462 |
3 | time-series-transformers-review | 2,012 |
4 | grass | 754 |
5 | timemachines | 380 |
6 | tempo | 294 |
7 | Stocks-Pattern-Analyzer | 211 |
8 | CueObserve | 205 |
9 | TimeSeriesCrossValidation | 40 |
10 | time-series-streaming-analytics-template | 37 |
11 | demo-realtime-digital-marketing | 19 |