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Portfolio Construction Using Topological Data Analysis

Harnessing topological techniques to diversify SPY constituents by clustering top constituents to reduce correlation risk and drawdown....

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Begin Your QuantConnect Journey

Algorithm Lab is your playground for developing and refining trading algorithms with QuantConnect. Utilize advanced tools, historical data, and robust backtesting to enhance your trading strategies. Transform your ideas into actionable insights and optimize your trading approach with ease.

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Begin Your QuantConnect Journey

Algorithm Lab is your playground for developing and refining trading algorithms with QuantConnect. Utilize advanced tools, historical data, and robust backtesting to enhance your trading strategies. Transform your ideas into actionable insights and optimize your trading approach with ease.

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About Lean CLI

LEAN CLI is a cross-platform wrapper on the QuantConnect algorithmic trading engine called LEAN. The CLI makes using LEAN incredibly easy, reducing most of the pain points of developing and managing an algorithmic trading strategy to a few lines of bash.

Using the CLI you can download the same data QuantConnect hosts in the cloud for a small fee. These fees are per file downloaded, and are paid for in QuantConnect-Credits (QCC). We recommend purchasing credits to enable downloading.

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Explore free and paid datasets available on QuantConnect covering fundamentals, pricing, and alternative options.

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Upload Dataset

Upload a manually created tar or zip file to all cloud data systems.

Add a link and click the Sync Dataset button to upload the dataset

About Dataset Sync

The dataset synchronizer is an internal tool for the QuantConnect team to upload data to the cloud data storage environments. It supports TAR files which are extracted in the root directory of the cloud data environments.
Take extreme care to carefully structure your data TAR package with the same folders as the LEAN data folder. Ensure all folders and file names are lowercase as Linux is case-sensitive.

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Begin Your QuantConnect Journey

Algorithm Lab is your playground for developing and refining trading algorithms with QuantConnect. Utilize advanced tools, historical data, and robust backtesting to enhance your trading strategies. Transform your ideas into actionable insights and optimize your trading approach with ease.

Sign Up for Free

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