Customer churn prediction with Python using synthetic datasets. Includes data generation, feature engineering, and training with Logistic Regression, Random Forest, and Gradient Boosting. Improved pipeline applies hyperparameter tuning and threshold optimization to boost recall. Outputs metrics, reports, and charts.
☆27Sep 11, 2025Updated 8 months ago
Alternatives and similar repositories for Customer-Churn-Prediction
Users that are interested in Customer-Churn-Prediction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Customer reviews sentiment analysis with Python and NLP. Generates a synthetic dataset of positive, neutral, and negative reviews, applie…☆27Sep 11, 2025Updated 8 months ago
- Synthetic sales data analysis with Python. Generate realistic sales transactions, clean and validate data, compute KPIs, and visualize re…☆31Oct 30, 2025Updated 6 months ago
- An end-to-end image captioning project using a CNN encoder (ResNet-50) and LSTM decoder in PyTorch. Includes vocabulary building, preproc…☆46Updated this week
- Image classification with PyTorch using Convolutional Neural Networks (CNNs). Trains on MNIST with convolution, pooling, and fully connec…☆28Sep 11, 2025Updated 8 months ago
- Movie recommendation system with Python. Implements content-based filtering (TF-IDF + cosine similarity), collaborative filtering with ma…☆31Sep 11, 2025Updated 8 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- I’m Amirhosein Honardoust, a passionate developer and data scientist with experience in Python, PyTorch, deep learning, and machine learn…☆41May 11, 2026Updated 2 weeks ago
- End-to-end sentiment analysis of tweets using BERT. Includes preprocessing, training, and evaluation with classification reports, confusi…☆41Sep 17, 2025Updated 8 months ago
- Analyze employee performance and productivity using SQL and Python. Build HR dashboards to evaluate departmental KPIs, efficiency trends,…☆32Oct 22, 2025Updated 7 months ago
- End-to-end demand forecasting with Python using synthetic time-series sales data. Includes data generation, cleaning, ARIMA/SARIMA model …☆31Sep 11, 2025Updated 8 months ago
- A PyTorch implementation of a Deep Convolutional GAN (DCGAN) trained on MNIST. Includes training scripts, generator & discriminator model…☆30Sep 12, 2025Updated 8 months ago
- A hands-on project for forecasting time-series with PyTorch LSTMs. It creates realistic daily data (trend, seasonality, events, noise), p…☆27Sep 11, 2025Updated 8 months ago
- A detailed educational article exploring how Streamlit revolutionizes AI app development. Learn how this Python framework bridges the gap…☆24Oct 30, 2025Updated 6 months ago
- A long-form article and practical framework for designing machine learning systems that warn instead of decide. Covers regimes vs decimal…☆18Dec 20, 2025Updated 5 months ago
- A professional exploration of reflective analytics, dashboards that evolve through user interaction. This project reimagines BI systems a…☆24Nov 5, 2025Updated 6 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A comprehensive deep dive into how Variational Autoencoders (VAEs) learn to generate realistic synthetic tabular data. This project explo…☆22Nov 10, 2025Updated 6 months ago
- A deep technical article exploring how AI, feature engineering, and static smart-contract analysis uncover rugpull risks before humans de…☆21Nov 19, 2025Updated 6 months ago
- A long-form essay exploring the philosophy of minimalist AI, how future intelligent systems can be calm, ethical, and invisible. Inspired…☆24Nov 2, 2025Updated 6 months ago
- Detect and classify fraudulent transactions using SQL and Python. Generate behavioral features with SQLite, train a Logistic Regression m…☆34Oct 21, 2025Updated 7 months ago
- An explainable AI system that combines Graph Intelligence, Vector Search, and Retrieval-Augmented Generation (RAG) to deliver grounded an…☆27Nov 1, 2025Updated 6 months ago
- Missing Data Doctor is a diagnostic and treatment toolkit for missing values in machine learning datasets. It profiles missingness patter…☆20Nov 15, 2025Updated 6 months ago
- Predict the profitability of potential coffee shop locations using SQL and Python. Combines data engineering with feature-rich regression…☆42Oct 23, 2025Updated 7 months ago
- Analyze and predict daily productivity using SQL, machine learning, and psychology. This project combines behavioral data, circadian rhyt…☆37Oct 24, 2025Updated 7 months ago
- A long-form systems essay arguing that machine learning fails when used as an automated decision-maker in unstable environments. It refra…☆16Dec 18, 2025Updated 5 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Forecast factory is an interactive AI-powered forecasting and simulation tool built with Python, Streamlit, Prophet, and SQL. It enables …☆24Nov 7, 2025Updated 6 months ago
- A fully interactive data storytelling dashboard for e-commerce analytics. Built with Python, Streamlit, and Plotly, it transforms transac…☆28Nov 2, 2025Updated 6 months ago
- Predict stock prices using LSTM networks in PyTorch. This project covers data preprocessing, sliding window creation, model training with…☆41Sep 13, 2025Updated 8 months ago
- An explanation-first HR analytics system that reconstructs why employee exit becomes rational. Instead of predicting attrition, it genera…☆17Dec 18, 2025Updated 5 months ago
- An AI-driven productivity tracking app built with Python, Streamlit, SQLite, and Machine Learning. It logs and analyzes study sessions, p…☆33Nov 20, 2025Updated 6 months ago
- Detect suspicious financial transactions using SQL and Python. Build user-level behavioral features in SQLite, apply Isolation Forest for…☆30Oct 21, 2025Updated 7 months ago
- Noise Injection Techniques provides a comprehensive exploration of methods to make machine learning models more robust to real-world bad …☆22Nov 15, 2025Updated 6 months ago
- PR Guardian AI automatically reviews pull requests using advanced AI analysis. It identifies code issues, security risks, performance pr…☆22Dec 6, 2025Updated 5 months ago
- Hybrid AI is the future of explainable intelligence. This article explores how combining vector search, knowledge graphs, and retrieval-a…☆23Nov 1, 2025Updated 6 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A complete NLP and Machine Learning project to detect fake and real news using TF-IDF and Logistic Regression. Includes full training pip…☆136May 11, 2026Updated 2 weeks ago
- A Streamlit-powered machine learning playground that automatically detects classification or regression tasks, builds pipelines with prep…☆23Nov 3, 2025Updated 6 months ago
- Python project for Market Basket Analysis. Generates synthetic retail transactions, mines frequent itemsets using Apriori & FP-Growth, de…☆38Oct 16, 2025Updated 7 months ago
- ☆53Aug 24, 2025Updated 9 months ago
- Repositório público do Professor George Mendes Marra☆125May 22, 2026Updated last week
- 2026 SWE internship & new graduate job list updated daily☆32Oct 26, 2025Updated 7 months ago
- Red Team AI Benchmark: Evaluating Uncensored LLMs for Offensive Security☆43Dec 25, 2025Updated 5 months ago