TradingView-Machine-Learning-GUI

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HyperView is an open-source finance tool that helps traders turn TradingView ideas into testable, terminal-speed trading systems. It downloads market data, backtests Python strategies with Pine-like behavior, and optimizes SL/TP parameters.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is TradingView-Machine-Learning-GUI?

HyperView is a terminal-first TradingView strategy lab designed for traders who want to develop strategies like engineers. It allows users to download market data directly from TradingView's websocket, supporting up to 40K historical bars on paid plans. Users can run their strategy logic in Python, leveraging TA-Lib's 150+ indicators, and backtest with fill behavior closely mirroring Pine Script. A key feature is its ability to simulate realistic Stop Loss/Take Profit (SL/TP) execution and use Bayesian optimization (Optuna TPE) to find optimal parameter ranges. This eliminates the need for manual CSV exports or browser automation, providing a streamlined workflow for strategy validation and iteration.

Best used for

Ideal for data scientists and quantitative traders who need to rigorously test and optimize their TradingView strategies using Python. It's especially valuable for those looking to simulate realistic trade execution, leverage TA-Lib indicators, and streamline their strategy development workflow without manual data handling.

Common actions

backtest trading strategies

optimize trading parameters

analyze market data

develop trading algorithms

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Capabilities

Key features

TradingView data download
Python strategy backtesting
SL/TP parameter optimization
TA-Lib indicator integration
Pine Script-like fill behavior
Terminal-first interface

Target Audience

data scientist

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What are the prerequisites for running HyperView?

HyperView requires Python 3.11+ and TA-Lib, which is automatically installed. It also uses the 'rich' library for styled terminal output. Firefox is optional but recommended for accessing up to 40K historical candles from TradingView if you have a paid plan.

How does HyperView ensure backtest results are similar to TradingView?

HyperView simulates trades bar-by-bar using TradingView-parity fill assumptions. This includes next-bar-open entry and intrabar Stop Loss/Take Profit exit ordering, designed to closely mirror Pine Script's behavior for consistent results.

Can I use HyperView with my own custom trading strategies?

Yes, HyperView is designed with a pluggable strategy framework. You can create new Python files in the 'strategy/' directory, subclass 'BaseStrategy', and implement your own custom logic, including leveraging TA-Lib functions.

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Data & Analytics › Business Intelligence Coding & Development › Open Source & Models Data & Analytics › Predictive Analytics

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