Top 7 timeseries-forecasting Open-Source Projects

FLAML

9 3,679 7.9 Jupyter Notebook

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

Project mention: AutoGen: Enabling Next-Gen GPT-X Applications | news.ycombinator.com | 2023-08-22

I really like the simplicity of this framework, and they hit on a lot of common problems found in other agent-based frameworks. Most intrigued by the RAG improvements.
Seems like Microsoft was frustrated with the pace of movement in this space and the shitty results of agents (which admittedly kept my interest turned away from agents for the last few months). I'm interested again because it makes practical sense, and from looking at the example notebooks, seems fairly easy to integrate into existing applications.
Maybe this is the 'low code' approach that might actually work, and bridge together engineering and non-engineering resources.
This example was what caught my eye: https://github.com/microsoft/FLAML/blob/main/notebook/autoge...

pytorch-forecasting

9 3,611 8.6 Python

Time series forecasting with PyTorch

Project mention: FLaNK Stack Weekly for 14 Aug 2023 | dev.to | 2023-08-14

InfluxDB

www.influxdata.com sponsored

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.
lag-llama

2 942 7.8 Python

Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

Project mention: Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting | news.ycombinator.com | 2024-02-26

modeltime

5 499 8.4 R

Modeltime unlocks time series forecast models and machine learning in one framework
timemachines

10 380 3.3 Python

Predict time-series with one line of code.
CueObserve

6 205 0.0 Python

Timeseries Anomaly detection and Root Cause Analysis on data in SQL data warehouses and databases
time-series-streaming-analytics-template

1 44 8.8 Jupyter Notebook

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

WorkOS

workos.com sponsored

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.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).