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
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
- 🔹 Run model dari scikit-learn di JavaScript
- 🔹 Support pipeline (scaler + model)
- 🔹 Tanpa backend (fully client-side)
- 🔹 JSON-based model (portable)
- 🔹 Simple API
- Logistic Regression
- Perceptron
- KNN (K-Nearest Neighbors)
- Gaussian Naive Bayes
- Decision Tree
- K-Means
- Linear Regression
- StandardScaler
- MinMaxScaler
- OneHotEncoder
- LabelEncoder