AmirhosseinHonardoust / Customer-Churn-PredictionView external linksLinks
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.
☆25Sep 11, 2025Updated 5 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
Sorting:
- Customer reviews sentiment analysis with Python and NLP. Generates a synthetic dataset of positive, neutral, and negative reviews, applie…☆25Sep 11, 2025Updated 5 months ago
- Synthetic sales data analysis with Python. Generate realistic sales transactions, clean and validate data, compute KPIs, and visualize re…☆29Oct 30, 2025Updated 3 months ago
- Image classification with PyTorch using Convolutional Neural Networks (CNNs). Trains on MNIST with convolution, pooling, and fully connec…☆26Sep 11, 2025Updated 5 months ago
- Movie recommendation system with Python. Implements content-based filtering (TF-IDF + cosine similarity), collaborative filtering with ma…☆29Sep 11, 2025Updated 5 months ago
- An end-to-end image captioning project using a CNN encoder (ResNet-50) and LSTM decoder in PyTorch. Includes vocabulary building, preproc…☆43Sep 13, 2025Updated 5 months ago
- End-to-end sentiment analysis of tweets using BERT. Includes preprocessing, training, and evaluation with classification reports, confusi…☆39Sep 17, 2025Updated 5 months ago
- I’m Amirhosein Honardoust, a passionate developer and data scientist with experience in Python, PyTorch, deep learning, and machine learn…☆39Jan 30, 2026Updated 2 weeks ago
- A PyTorch implementation of a Deep Convolutional GAN (DCGAN) trained on MNIST. Includes training scripts, generator & discriminator model…☆28Sep 12, 2025Updated 5 months ago
- Analyze employee performance and productivity using SQL and Python. Build HR dashboards to evaluate departmental KPIs, efficiency trends,…☆30Oct 22, 2025Updated 3 months ago
- A deep technical article exploring how AI, feature engineering, and static smart-contract analysis uncover rugpull risks before humans de…☆19Nov 19, 2025Updated 2 months ago
- A comprehensive deep dive into how Variational Autoencoders (VAEs) learn to generate realistic synthetic tabular data. This project explo…☆20Nov 10, 2025Updated 3 months ago
- A detailed educational article exploring how Streamlit revolutionizes AI app development. Learn how this Python framework bridges the gap…☆22Oct 30, 2025Updated 3 months ago
- A hands-on project for forecasting time-series with PyTorch LSTMs. It creates realistic daily data (trend, seasonality, events, noise), p…☆25Sep 11, 2025Updated 5 months ago
- End-to-end demand forecasting with Python using synthetic time-series sales data. Includes data generation, cleaning, ARIMA/SARIMA model …☆26Sep 11, 2025Updated 5 months ago
- An explainable AI system that combines Graph Intelligence, Vector Search, and Retrieval-Augmented Generation (RAG) to deliver grounded an…☆24Nov 1, 2025Updated 3 months ago
- Forecast factory is an interactive AI-powered forecasting and simulation tool built with Python, Streamlit, Prophet, and SQL. It enables …☆21Nov 7, 2025Updated 3 months ago
- Analyze and predict daily productivity using SQL, machine learning, and psychology. This project combines behavioral data, circadian rhyt…☆33Oct 24, 2025Updated 3 months ago
- An explanation-first HR analytics system that reconstructs why employee exit becomes rational. Instead of predicting attrition, it genera…☆15Dec 18, 2025Updated last month
- Detect and classify fraudulent transactions using SQL and Python. Generate behavioral features with SQLite, train a Logistic Regression m…☆32Oct 21, 2025Updated 3 months ago
- Detect suspicious financial transactions using SQL and Python. Build user-level behavioral features in SQLite, apply Isolation Forest for…☆28Oct 21, 2025Updated 3 months ago
- Noise Injection Techniques provides a comprehensive exploration of methods to make machine learning models more robust to real-world bad …☆20Nov 15, 2025Updated 3 months ago
- Missing Data Doctor is a diagnostic and treatment toolkit for missing values in machine learning datasets. It profiles missingness patter…☆18Nov 15, 2025Updated 3 months ago
- An AI-driven productivity tracking app built with Python, Streamlit, SQLite, and Machine Learning. It logs and analyzes study sessions, p…☆30Nov 20, 2025Updated 2 months ago
- Predict stock prices using LSTM networks in PyTorch. This project covers data preprocessing, sliding window creation, model training with…☆38Sep 13, 2025Updated 5 months ago
- Predict the profitability of potential coffee shop locations using SQL and Python. Combines data engineering with feature-rich regression…☆40Oct 23, 2025Updated 3 months ago
- A complete NLP and Machine Learning project to detect fake and real news using TF-IDF and Logistic Regression. Includes full training pip…☆49Oct 26, 2025Updated 3 months ago
- Hybrid AI is the future of explainable intelligence. This article explores how combining vector search, knowledge graphs, and retrieval-a…☆21Nov 1, 2025Updated 3 months ago
- Python project for Market Basket Analysis. Generates synthetic retail transactions, mines frequent itemsets using Apriori & FP-Growth, de…☆36Oct 16, 2025Updated 4 months ago
- ☆48Aug 24, 2025Updated 5 months ago
- Repositório público do Professor George Mendes Marra☆101Updated this week
- Mirror of GitLab repository. Issues welcome. Source & contributions: https://gitlab.com/ephmo/bza☆48Jan 15, 2026Updated last month
- Svelte 5 Complete Course ( Code )☆17Jun 16, 2025Updated 8 months ago
- TextForge — A modern web toolkit for text processing, data formatting, encoding, hashing, and utility generation. Built with React, TypeS…☆84Updated this week
- ☆12Jun 19, 2024Updated last year
- Easy PayFast integration for Django with full transaction tracking and real-time ITN (payment notification) logging for every payment.☆36Updated this week
- ☆25Aug 26, 2025Updated 5 months ago
- A PHP library for Time-based One-Time Password (TOTP) authentication☆30Sep 5, 2025Updated 5 months ago
- A Streamlit + SQLite + Python dashboard for monitoring content performance KPIs. Tracks impressions, clicks, conversions, CTR, and conver…☆22Oct 28, 2025Updated 3 months ago
- ☆18Sep 20, 2025Updated 4 months ago