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Chronos-forecasting Alternatives
Similar projects and alternatives to chronos-forecasting based on common topics and language
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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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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better chronos-forecasting alternative or higher similarity.
chronos-forecasting reviews and mentions
Posts with mentions or reviews of chronos-forecasting.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-03-21.
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Financial Market Applications of LLMs
There were some developments using LLMs in the timeseries domain which caught my attention.
I toyed with the Chronos forecasting toolkit [1], and the results were predictably off by wild margins [2]
What really caught my eye though was the "feel" of the predicted timeseries -- this is the first time I've seen synthetic timeseries that look like the real thing. Stock charts have a certain quality to them, once you've been looking at them long enough, you can tell more often than not whether some unlabeled data is a stock price timeseries or not. It seems the chronos LLM was able to pick up on that "nature" of the price movement, and replicate it in its forecasts. Impressive!
1: https://github.com/amazon-science/chronos-forecasting
2: https://imgur.com/a/hTRQ38d
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Chronos: Learning the Language of Time Series
https://github.com/amazon-science/chronos-forecasting
- Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting
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A note from our sponsor - InfluxDB
www.influxdata.com | 30 Apr 2024
Stats
Basic chronos-forecasting repo stats
3
1,644
6.8
12 days ago
amazon-science/chronos-forecasting is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of chronos-forecasting is Python.
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