Open-source ad fraud detection for small businesses using machine learning. Detect click fraud and bot traffic from Google Ads, Facebook Ads, and other platforms. Completely free.

Open Source Ad Serving Platform with ML-Powered CTR Prediction | Self-hosted alternative to Google Ad Manager | Python, FastAPI, PyTorch

Pre-configured Media Kit Page using Gutenberg Block Patterns.

A novel approach to digital signage based user targeted advertising

Batch-query Open Sincera publisher data to audit domains, analyze supply paths, and improve transparency in programmatic advertising.

A supervised machine learning model for classifying FEC expenditure data

Evaluation Dataset for "Bootstrapping Large-Scale Fine-Grained Contextual Advertising Classifier from Wikipedia" (TextGraphs-15 Workshop@NAACL 2021)

AdVantage: A unified SaaS platform for managing multi-channel ad campaigns (Google Ads, Meta, etc.) with real-time analytics, lead tracking, and a cross-platform dashboard (React web & React Native mobile). Built with Node.js & MongoDB.

A VAST XML parser that extracts Creative and MediaFile element metadata.

The repository includes various analytics techniques and models that can be used to identify which campaigns are generating the most traffic, leads, and conversions. Additionally, the repository also provides various data visualization tools that can be used to create reports and dashboards to monitor the performance of digital advertising campaign

Unsupervised domain adaptation with non-stochastic missing data

Wall Mount Capacitive Touch Screen Poe Power WiFi/RJ45 Port Wall Mount WiFi Industrial LCD Tablet

Machine learning system for predicting digital advertising campaign performance using regression models and a Flask API.

⭐️ Ads-Power Download | Ads Manager Tool | Setup Installer v1.5 | Patch Activator | License Key Pre-Activated | Full Version Serial | Latest Build Pro Updated | Get Desktop Working Windows 10/11 PC | Bypass Mod Loader Direct Original ⭐️

🎯 Build and manage digital ads with OpenAdServer, an open-source platform featuring machine learning to enhance click-through rates for SMBs and startups.

⭐️ Ads-Power Proxy Tool | Multi-Account Manager | Login Automation | Session Control Bypass | User-Agent Rotator | IP Rotation Manager | API Integration Tool | Full Version v3.5 | Latest Build 2026 | Windows 10/11 PC | Setup Installer Serial Key Pre-Activated ⭐️

Connect SAP ABAP development with MCP to read, write, test, activate, and deploy code through the ADT API

The Google Ads API is the modern programmatic interface to Google Ads and the next generation of the AdWords API. It enables developers to interact directly with the Google Ads platform, vastly increasing the efficiency of managing large or complex Google Ads accounts and campaigns.

Interscope Ads – Global data-driven performance marketing platform

Measuring the true causal impact of digital ad exposure on conversions using experimental design and statistical testing.