{"repo":"Jabonsote/Financial-Anomaly-Detection-with-DeepSeek-and-Isolation-Forest","free":true,"listed":false,"github":"https://github.com/Jabonsote/Financial-Anomaly-Detection-with-DeepSeek-and-Isolation-Forest","clone":"git clone https://github.com/Jabonsote/Financial-Anomaly-Detection-with-DeepSeek-and-Isolation-Forest.git","description":"🚀 Financial Anomaly Detection with DeepSeek and Isolation Forest – A powerful, locally-run tool for detecting financial anomalies using Isolation Forest and DeepSeek LLM. Features AI-powered insights, interactive time-series visualization, and automated PDF audit reports. 🔍📊","language":"Python","stars":14,"topics":["anomaly-detection","data-visualization","deepseek","isolation-forest","llm","machienlearning","ollama","streamlit","chatbot","financial-analysis"],"license":null,"category":"ai-agents","readme_excerpt":"📊 Financial Anomaly Detection with DeepSeek and Isolation Forest 🧠 🚀 Project Overview Audit LLM is a powerful, locally-run data analysis and anomaly detection tool designed for businesses to ensure data integrity. It provides: - 📈 Anomaly Detection using Isolation Forest and other methods. - 📝 Automated Audit Report Generation in PDF format. - 🔍 Interactive Time-Series Visualization with Plotly . - 📂 Local Database Storage for chat history and insights. - 💡 LLM-powered Q&A on datasets using vector-based retrieval. 🌟 Features 🔬 Advanced Anomaly Detection - Detect anomalies in structured datasets using advanced techniques. - Implements Isolation Forest , a cutting-edge anomaly detection algorithm. - Automatically highlights outliers in time-series data. - Supports interactive visualization of anomalies. 📊 Data Analysis & Visualization - Supports CSV and Excel file uploads. - Detects time-series columns and allows dynamic filtering. - Aggregates data daily, monthly, or yearly . - Plots normalized time-series graphs with detected anomalies. 📝 AI-Generated Audit Reports - Generates detailed, professional audit reports in PDF format . - Summarizes detected anomalies and explains business impact . - Includes anomaly scores, distribution insights, and recommendations . - Provides an interactive preview before downloading the report. 🎥 Live Demo For a full demonstration of the application's functionality, watch the video below: --- 🤖 AI-Powered Dataset Q&A - Uses Hugging","default_branch":null,"files":null,"tree":[],"storefront":"/r/Jabonsote","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Jabonsote/Financial-Anomaly-Detection-with-DeepSeek-and-Isolation-Forest/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}