feat: cash-flow forecast engine with exponential smoothing (#70)#762
Open
alexchenai wants to merge 1 commit intorohitdash08:mainfrom
Open
feat: cash-flow forecast engine with exponential smoothing (#70)#762alexchenai wants to merge 1 commit intorohitdash08:mainfrom
alexchenai wants to merge 1 commit intorohitdash08:mainfrom
Conversation
…08#70) - Analyzes 6 months of spending and income history - Exponential smoothing (alpha=0.3) for trend projection - Linear trend detection using least-squares regression - Confidence scoring that decreases with forecast distance (0.95 to 0.5) - Optimistic/pessimistic scenario bounds per forecast month - Deficit month detection and personalized outlook recommendation - Income recording API for more accurate forecasts - 5 tests: empty state, basic forecast, confidence decrease, positive outlook, scenario bounds Closes rohitdash08#70
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Summary
Forecasts future cash flow using historical patterns, exponential smoothing, and linear trend analysis.
Features
API Endpoints
Tests
5 tests: empty state, basic forecast structure, confidence decrease, positive outlook detection, scenario bounds validation.
Closes #70