Scheduler

The Scheduler page controls when things happen in FIN — when predictions run, when feeds are checked, and when the system retrains itself.

Three Scheduling Sections

Controls when the daily prediction is made. You can set:

Setting	What It Means
Schedule	When predictions run. For example, "every weekday at 11:00 AM" means predictions are ready before market close
Exchange	Which stock exchange (affects trading hours)
Timezone	The local time zone of the exchange
Cutoff (min after open)	How long to wait after market opens before predicting — lets prices stabilize first
Active toggle	Turn the prediction schedule on or off

The system translates your schedule into plain English so you can verify it.

Controls when the system improves itself by learning from past predictions:

Setting	What It Means
Retrain Schedule	When to learn from new accuracy data (default: weekly on Sunday)
Drift Check Schedule	When to check if old learnings are still valid (default: weekday afternoons)
Active toggle	Turn ML training on or off

You can also manually trigger retraining or drift checks using the play/refresh buttons.

Controls when each RSS feed is checked for new articles. Each feed has its own schedule:

Setting	What It Means
Description	A readable name for the feed
URL	The feed's web address
Schedule	How often to check this feed (e.g., every hour)
Buzz	Whether to also collect comments and engagement data (for Reddit-style feeds)
Max Days	How old an article can be before it's ignored
Active toggle	Enable or disable this specific feed

Actions you can take:

Schedules are written in a compact format. The system shows you the plain-English meaning:

Set a prediction time that works for your market (e.g., 30 minutes after US market open for NYSE stocks)
Add feeds for news sources relevant to your stock
Adjust feed frequency — check popular sources more often
Enable/disable things without deleting them
Reset to defaults if you want to start over from the configuration