feat: Implement Advanced Budget Variance Analysis & Predictive Spend #607
Conversation
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
…Forecasting (Renu-code123#604) - Add BudgetVariance and SpendForecast models - Implement comprehensive VarianceAnalysisService with anomaly detection - Support Z-score based anomaly scoring and historical comparison - Build SpendForecaster with 5 ML-like algorithms (linear, exponential, seasonal, moving average, ensemble) - Add confidence intervals (95%) for all forecasts - Create BudgetOptimizer with intelligent reallocation recommendations - Support multi-dimensional variance analysis (time, category, department) - Implement automated alert generation for budget overruns - Build premium Budget Variance Dashboard with Chart.js - Create interactive variance heatmaps with color-coded intensity - Add forecast visualization with confidence bands - Support budget optimization with efficiency scoring - Integrate trend detection and predictive overrun alerts
|
@SatyamPandey-07 is attempting to deploy a commit to the Renu's projects Team on Vercel. A member of the Team first needs to authorize it. |
🎉 Thanks for the PR, @SatyamPandey-07!We really appreciate you taking the time to contribute to ExpenseFlow! 💙 ⭐ Love this project?Please give us a star! It helps the project grow and reach more developers! 🌟 🔗 https://github.com/Renu-code123/ExpenseFlow ✅ PR ChecklistBefore we review, please ensure:
🙌 Thank You for Contributing!We truly appreciate your interest in contributing to this project.
We'll review your PR as soon as possible. Keep up the great work! ✨ |
Contributor
Author
|
No conflicts with base branch |
|
The latest updates on your projects. Learn more about Vercel for GitHub.
|
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
2 participants
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.
closes #604