README.md

---
license: mit
title: MarketPredict
sdk: gradio
emoji: 📉
colorFrom: indigo
colorTo: gray
pinned: true
short_description: Gradio-based LSTM/GRU/RNN/HYBRID forecasting UI
sdk_version: 5.38.2
---



## 🌐 Hugging Face Space
Deploy by uploading this repo to your Space (Gradio SDK, free tier-compatible).---
title: MarketPredict
emoji: 🏆
colorFrom: indigo
colorTo: pink
sdk: gradio
sdk_version: 5.38.2
app_file: app.py
pinned: false
license: mit
short_description: Gradio-based LSTM/GRU/RNN/HYBRID forecasting UI
---markdown
# 📈 Gradio AI Forecasting Studio

This is an interactive deep learning forecasting app built using PyTorch and Gradio.

## ✅ Features
- Supports Yahoo! Finance or CSV uploads
- Models: LSTM, GRU, BiLSTM, Transformer, CNN, Hybrid
- Hyperparameter customization
- Rolling forecast & evaluation
- Visual error metrics

## 🚀 Run Locally
```bash
pip install -r requirements.txt
python app.py

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference