Now emon on PyPI : pip install emon

🎉 Introducing emon: Build Machine Learning Models in 3 Lines

Now on PyPI → https://pypi.org/project/emon/0.0.2/

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Tired of long, complex ML code? Meet emon – a lightweight Python tool that lets you clean data, visualize, train a model, and export it in under 5 lines.

👇 Here’s how simple it gets:

python
import emon

df = emon.clean("data.csv", "Target")
emon.visualize(df, "Target")
emon.train(df, "Target")
emon.model("my_model")

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🌱 Why I Built emon

As a student, I used to spend hours writing and debugging ML pipelines.
Then I met Sumon Saha Sir, who showed me how to really understand algorithms and tools like Scikit-learn, TensorFlow, and Pandas.

But I still wondered: Why can’t it be easier for beginners?
So I created emon – to simplify ML and make it fun for everyone.

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⚡ Features:

• 🧼 Auto Data Cleaning

• 📊 Built-in Visualization

• 🤖 Smart Model Training (RandomForest, NeuralNet)

• 💾 One-Line Model Export

• 🛡️ Built-in Warnings for Common Pitfalls

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👨‍🏫 Perfect For:

• Teachers: Run live demos in class

• Students: Save time for actual learning

• Non-programmers: Explore ML without code overload

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🔮 What’s Next:

• More models: XGBoost, SVM

• Drag-and-drop GUI

• Support for text, image & time series data

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🙏 Acknowledgments

To Sumon Sir – thank you for your endless guidance.
To my family, friends, and everyone cheering me on – you made this happen.
To you, the reader: Try emon. Share your feedback. Let’s build something great.

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🚀 Try It Today:

bash
pip install emon

Docs & Examples: PyPI Page

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Let’s turn “I can’t” into “I did.”

#Python #MLforEveryone #DataScience #emon #AI #StudentTools