Developed an end-to-end ML system on Azure to predict loan defaults, leveraging advanced data preprocessing, feature engineering, and machine learning models to optimize accuracy. This project includes a comprehensive suite of tools and techniques for robust financial risk assessment, deployed to enhance decision-making for high-risk exposures.
☆22Apr 21, 2024Updated last year
Alternatives and similar repositories for Machine-Learning-Based-Loan-Default-Early-Warning-System
Users that are interested in Machine-Learning-Based-Loan-Default-Early-Warning-System are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An innovative AI system developed to extract actionable insights by converting natural language into SQL queries via Google's Gemini mode…☆31Apr 19, 2024Updated 2 years ago
- This project enhances the LLaMA-2 model using Quantized Low-Rank Adaptation (QLoRA) and other parameter-efficient fine-tuning techniques …☆13Apr 18, 2024Updated 2 years ago
- An end-to-end predictive maintenance application using machine learning to enhance industrial efficiency. This project employs robust mod…☆35Apr 18, 2024Updated 2 years ago
- My Algorithmic trading bots and strategies for Quantitative and High-Frequency trading in FinTech☆13Apr 3, 2024Updated 2 years ago
- This project builds an End-to-End Azure Data Engineering Pipeline, performing ETL and Analytics Reporting on the AdventureWorks2017LT Dat…☆23Feb 19, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Predicting whether someone would pay back their home loan would be really useful especially for banks if they are trying to give loan to …☆29Mar 9, 2023Updated 3 years ago
- ☆15Mar 5, 2019Updated 7 years ago
- Copula fitting in Python.☆13Dec 4, 2023Updated 2 years ago
- An interactive financial calculator that shows retirement growth over time.☆13Apr 14, 2021Updated 5 years ago
- Python package to solve actuarial life-contingent risks☆19Jan 20, 2024Updated 2 years ago
- NLP Application Project☆21May 4, 2019Updated 6 years ago
- Contains tools for analyzing time-series data.☆11May 8, 2013Updated 12 years ago
- Scripts for validating retirement plans using Monte Carlo analysis.☆10Updated this week
- ☆13Oct 17, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A package to facilitate the easy download of official spatial data sets of the UK☆13Apr 14, 2025Updated last year
- Individual Claims Forecasting with Bayesian Mixture Density Networks☆17Feb 15, 2023Updated 3 years ago
- ☆10Jul 8, 2021Updated 4 years ago
- Course material for a workshop on loss modelling, reserving and insurance fraud analytics☆10Jun 16, 2021Updated 4 years ago
- Materials for workshop on "Using bibliometric data in demographic research". A report here: https://iussp.org/en/using-bibliometric-data-…☆12Jul 13, 2024Updated last year
- Syllabus and exercises for "Data Science for Finance," a course taught in the Masters of Financial Engineering program at UC Berkeley's H…☆24Jun 6, 2017Updated 8 years ago
- Code for my JavaScript browser-based retirement calculator http://www.abrandao.com/retire/☆11Dec 13, 2019Updated 6 years ago
- Tools for optimizing your wealth!☆11Jan 15, 2022Updated 4 years ago
- ☆14Mar 9, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆14Sep 16, 2022Updated 3 years ago
- A fun, interactive app to visualize the mechanics behind funding financial independence and retirement. It's lots of fun to iterate on va…☆11Jan 7, 2023Updated 3 years ago
- An easy to use Monte Carlo savings and retirement planner.☆11May 13, 2019Updated 6 years ago
- ☆14Aug 1, 2020Updated 5 years ago
- A lightweight actuarial modelling framework for Python☆14Mar 1, 2026Updated last month
- Subset simulation is a method of estimating low probability events. Here I adapt SS to perform well with correlated inputs.☆11Jan 9, 2019Updated 7 years ago
- A CRASH COURSE ON USING MACHINE LEARNING METHODS EFFECTIVELY IN PRACTICE☆13Dec 3, 2022Updated 3 years ago
- Stanford Online course STATSX0001 "Statistical Learning" follows closely the sequence of chapters in the course text "An Introduction to …☆12Mar 23, 2020Updated 6 years ago
- 统计之都主站 (http://cos.name/) 文章相关代码☆11Nov 24, 2016Updated 9 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- R package for Prithwis Das Gupta's 1991 specification of decomposition and standardisation of rates.☆11Dec 2, 2025Updated 4 months ago
- Based on https://github.com/kamranahmedse/developer-roadmap☆12Jun 6, 2019Updated 6 years ago
- This repository is a directory of all the projects done in the 30-day AI Internship of Pantech Solutions.☆10Nov 3, 2020Updated 5 years ago
- Documentación Proyecto De Grado☆20Apr 15, 2013Updated 13 years ago
- Low code machine learning library, specified for insurance tasks: prepare data, build model, implement into production.☆19Jan 21, 2025Updated last year
- bootstrap methods for survey data in R☆15Mar 9, 2026Updated last month
- Free Books on Index Funds/Index Fund Investing and Financial Independence / Early Retirement (FIRE)☆20Jun 13, 2019Updated 6 years ago