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Group 305

🌸 Reina.js

Run machine learning models from Python Scikit-Learn directly in JavaScript — no backend required.

Reina.js adalah library untuk ML inference di JavaScript, yang memungkinkan lo running model ML yang sudah di latih tanpa:

  • ❌ Streamlit
  • ❌ Flask / backend Python

🚀 Kenapa Reina.js?

Banyak mahasiswa/dev ML mentok di:

  • Streamlit → UI terbatas
  • Flask → butuh deploy server

👉 Reina.js solve itu dengan:

  • ⚡ inference langsung di frontend
  • 🌐 bisa deploy ke mana aja (Vercel, Netlify, static hosting)
  • 💸 tanpa biaya server Python

✨ Features

  • 🔹 Run model dari scikit-learn di JavaScript
  • 🔹 Support pipeline (scaler + model)
  • 🔹 Tanpa backend (fully client-side)
  • 🔹 JSON-based model (portable)
  • 🔹 Simple API

📦 Supported Models

📊 Supervised Learning

  • Logistic Regression
  • Perceptron
  • KNN (K-Nearest Neighbors)
  • Gaussian Naive Bayes
  • Decision Tree

🧠 Unsupervised Learning

  • K-Means

📊 Forecasting

  • Linear Regression

🔧 Preprocessing (Coming Soon)

  • StandardScaler
  • MinMaxScaler
  • OneHotEncoder
  • LabelEncoder

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Lib for Inference ML Model

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