NSE-Neuron fetches historical data for any NSE-listed stock and uses deep learning to forecast the next 5 trading days — giving you predicted High, Low, Close prices along with BUY / HOLD / SELL signals and market regime detection.
Available as a web UI (one-click launch) and a command-line tool.
- 🤖 4 models — LSTM · BiLSTM · GRU · CNN-LSTM, each with its own signal classifier
- 📊 Run All mode — trains all 4 models at once and ranks them by RMSE
- 🔍 Regime detection — identifies BULL / BEAR / SIDEWAYS market and recommends the best model
- 🕯️ Candlestick patterns — detects active patterns and cross-references them with the regime
- 📈 Interactive chart — zoomable OHLC chart with forecast overlay and signal markers
# 1. Clone
git clone https://github.com/NayakwadiS/NSE-Neuron.git
cd NSE-Neuron
# 2. Python environment
python -m venv .venv
.venv\Scripts\activate # Windows
source .venv/bin/activate # macOS / Linux
pip install -r requirements.txt
# 3. Frontend
cd src/frontend && npm install && cd ../..start.bat # Command PromptOpen http://localhost:5173 in your browser.
python main.pyLicensed under the terms of the LICENSE file.
Disclaimer — For educational and research purposes only. Not financial advice. The authors are not responsible for any investment decisions made based on this tool.
🚀 Check out NSE-AI — an AI-Powered NSE Stock Analysis & reasoning engine built on top of this project.
Made with ❤️ for the Indian Stock Market