Banking transaction analytics with ML-based categorization, local first
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Sep 11, 2026 - Python
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transaction-categorization
Here are 16 public repositories matching this topic...
AI-powered bank statement analyzer that automatically categorizes transactions for expense tracking. Built with FastAPI, MQTT & Docker. Supports LLaMA 2/3, Gemma & other LLMs for intelligent financial insights.
python docker mqtt personal-finance automation expense-tracker fintech llama financial-analysis bank-statement fastapi ai-finance llm transaction-categorization
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Apr 20, 2024 - Python
A financial data enrichment engine that processes and categorizes raw Turkish credit card transactions. It transforms unstructured statements into clean, readable data using a custom-trained machine learning model.
nlp text-classification transformers fuzzy-matching pytorch fintech bert data-enrichment transaction-categorization
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Sep 18, 2026 - Python
Self-hosted open-banking aggregator for the EU. Rails 8 + PSD2/AISP (Enable Banking) + AI transaction categorization + API/MCP.
rails sidekiq personal-finance ai postgresql expense-tracker self-hosted budgeting fintech banking ruby-on-rails open-banking psd2 finance-tracker hotwire aisp llm transaction-categorization enable-banking
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Jun 1, 2026 - Ruby
Transform cryptic bank transaction strings into structured, actionable data with Triqai API
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Feb 20, 2026 - Python
API documentation for Easy Enrichment - Transaction enrichment with AI
python api personal-finance typescript sdk ai fintech bank-transactions open-banking banking-api transaction-enrichment mcc-code transaction-categorization merchant-data plaid-alternative ntropy-alternative merchant-logo subscription-detection expense-categorization merchant-identification
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Jan 31, 2026 - Python
Open Banking transaction categorisation: 259k real bank transactions into 31 categories with TF-IDF and a linear SVM (90.7% accuracy, 0.80 macro-F1), plus confidence-based routing for production.
python nlp machine-learning text-classification svm scikit-learn jupyter-notebook fintech banking tf-idf financial-data imbalanced-data open-banking categorisation transaction-categorization macro-f1-python
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Jun 29, 2026 - Jupyter Notebook
Take full control of your finances. Privacy-first, self-hosted money management with smart categorization and AI-powered insights — your data never leaves your server.
open-source personal-finance docker-compose expense-tracker self-hosted stock-tracker multi-currency budget-tracker finance-app money-management bill-tracker portfolio-tracker ai-powered bank-statement-parser financial-insights transaction-categorization spending-analytics savings-goals mortgage-tracker property-tracker
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Apr 11, 2026 - JavaScript
Self-hosted transaction categorization and review queue for QuickBooks Online. An open-source alternative to Uncat.
docker open-source accounting self-hosted quickbooks bank-transactions bookkeeping qbo quickbooks-online transaction-categorization expense-categorization uncat-alternative
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Sep 18, 2026 - TypeScript
Google Sheets budget tracker that imports and categorizes bank transactions via Plaid
javascript personal-finance google-sheets budgeting google-apps-script fintech plaid open-banking transaction-categorization
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Jul 20, 2026 - JavaScript
MX Technologies — independent third-party profile of a public API surface, by API Evangelist. MX Technologies is a financial data connectivity platform that provides REST APIs for account aggregation, data cleansing, transaction categorization, and open banking connectivity across more than 16,000 financial institutions.
personal-finance fintech financial-data open-banking fdx data-enhancement apis-json account-verification account-aggregation transaction-categorization data-connectivity
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Sep 20, 2026
Hybrid ML transaction categorization with FAISS, BM25, and GPT-4 for accounting automation
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Jan 27, 2026 - Python
Personal finance statement intelligence — upload a bank statement in any format (CSV, PDF, scanned image) and get categorized transactions, spending views, explainable anomaly flags, and a natural-language query box. Deterministic-first: the LLM is the last resort and every automated decision is logged.
python docker personal-finance sqlalchemy typescript nextjs scikit-learn postgresql fintech jwt-authentication anomaly-detection isolation-forest explainable-ai text-to-sql pydantic fastapi bank-statement-parser llm transaction-categorization
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Sep 4, 2026 - Python
Syncs bank transactions to Firefly III with LLM-powered auto-categorization
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Mar 14, 2026 - Python
Self-hosted personal finance tracker with Plaid bank sync, rule-based categorization, and encrypted credential storage
mysql python personal-finance self-hosted budgeting plaid finance-tracker fastapi transaction-categorization bank-sync
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May 17, 2026 - Python
A budget tracker that runs on your own machine. Reads your bank and credit-card statement PDFs, sorts the transactions into your budget categories, and learns from the corrections you make. Tracks each month against budget and averages across months. Dollar amounts never leave your machine.
java personal-finance spring-boot budgeting pdfbox pdf-parsing privacy-first local-first claude-api transaction-categorization
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Sep 10, 2026 - Java
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