index.mdx

title	Neural SDK Documentation
description	Build intelligent trading strategies with Neural SDK. Access Kalshi markets, analyze data, and execute trades programmatically.

Welcome to Neural SDK

Neural is a powerful Python library for building, testing, and deploying algorithmic trading strategies on Kalshi's prediction markets. Focus on sports, elections, and economic events with real-time data and low-latency execution.

Quick Start

Get up and running in minutes:

1. Install Neural

   pip install neural-sdk

2. Authenticate
   Set your Kalshi credentials:

   export KALSHI_EMAIL=your_email
   export KALSHI_PASSWORD=your_password

3. Fetch Markets

   from neural.data_collection import kalshi_api_source
   
   markets = kalshi_api_source.get_markets()
   print(markets)

Key Features

• Data Collection: Real-time and historical data from Kalshi, ESPN, and more.
• Analysis Tools: Backtesting, risk management, and strategy optimization.
• Trading Execution: FIX protocol support for live and paper trading.
• Sports Markets: Specialized tools for event-based prediction markets.

Navigation

• Start Here – Architecture overview
• Getting Started – Installation and basics
• Data Collection – Sources and aggregation
• Strategy Design – Building and testing strategies
• Trading – Execution and reporting

GitHub Repo | PyPI

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Built with ❤️ for algorithmic traders.