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README.md

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 # Machine Learning CPP and Python
-Esse projeto serve como estudo de classificadores de machine learning onde que será montado uma API em C++ que possa ser usado em linguagens como Python e diversas outras
+
+This project is a research-oriented tool for studying and experimenting with **machine learning classifiers**.
+The core is implemented in **C++**, exposed as an **API** that can be easily integrated with other languages such as **Python, Go, Zig**, and more.
+
+## Objectives
+
+* Provide a simple way to test machine learning algorithms in both **C++** and **Python**.
+* Start with implementations of **classifiers** and **ensembles**, then expand towards **data stream mining**.
+* Build a modular API that allows integration with different programming languages.
+* Follow an approach inspired by the [MOA (Massive Online Analysis)](https://moa.cms.waikato.ac.nz/) project, but with a C++ core for efficiency and extensibility.
+
+## Motivation
+
+The main motivation of this project is to create a **research tool** that:
+
+* Facilitates experimentation with machine learning algorithms.
+* Bridges the gap between high-performance **C++ implementations** and the flexibility of **Python scripting**.
+* Serves as a foundation to learn, compare, and extend algorithms for both static and streaming data.
+
+## Contributors
+
+* Pedro Bianchini de Quadros (project creator)
+* \[Add your name here if you contribute!]
 
 ## License
 
-This project use [GNU General Public License v3.0](LICENSE).
+This project uses the [GNU General Public License v3.0](LICENSE).