Banking transaction analytics with ML-based categorization, local first
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Jul 2, 2026 - Python
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transaction-categorization
Here are 13 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
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
Transform cryptic bank transaction strings into structured, actionable data with Triqai API
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Feb 20, 2026 - 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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May 4, 2026 - Python
MX Technologies APIs.json profile for API Evangelist catalog
personal-finance fintech financial-data open-banking fdx data-enhancement apis-json account-verification account-aggregation transaction-categorization data-connectivity naftiko
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Jun 27, 2026
Hybrid ML transaction categorization with FAISS, BM25, and GPT-4 for accounting automation
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Jan 27, 2026 - Python
Syncs bank transactions to Firefly III with LLM-powered auto-categorization
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Mar 14, 2026 - Python
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
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.
nlp machine-learning text-classification svm scikit-learn fintech tf-idf financial-data open-banking transaction-categorization macro-f1-python
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Jun 29, 2026 - Jupyter Notebook
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
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
Firefly-III-Data-Importer: Automatically import and categorize financial data into Firefly III using OpenAI. A smart CSV-Financial-Parser bridge.
open-source personal-finance finance machine-learning automation ai expense-tracker budgeting fintech openai csv-import firefly-iii data-importer transaction-categorization personal-finance-management csv-financial-parser firefly-iii-data-bridge firefly-iii-data-importer
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Jul 2, 2026 - C#
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