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Description
Craft your trading strategy in Python, utilizing the pandas library for data manipulation. For inspiration, explore example strategies that are available in the strategy repository. Begin by downloading the historical data for the exchange along with the specific markets you're interested in trading. Once you have the data, rigorously test your strategy against it. Employ hyperoptimization techniques, leveraging machine learning approaches, to identify the optimal parameters for your strategy, focusing on aspects such as entry points, exit strategies, ROI targets, stop-loss limits, and trailing stop-loss configurations. The objective is to maximize the historical trade expectancy across different markets by adjusting stop-loss parameters, subsequently determining which markets to trade in. The trade size should reflect a calculated percentage of your overall capital at risk. To gain further insights, conduct additional analyses using either the backtesting results or the trading history stored in a SQL database from Freqtrade, which can include automated plotting functions and ways to visualize the data within interactive environments. Ultimately, a comprehensive understanding of your strategy's performance is essential for informed decision-making in trading.
Description
Hummingbot is an open-source initiative driven by its community, designed to make algorithmic trading accessible to everyone, thus fostering a more equitable and inclusive global financial landscape. By offering advanced high-frequency trading strategies without cost, it empowers individuals worldwide to participate in the trading ecosystem. This software allows users to create and implement tailored trading strategies, automating their cryptocurrency transactions on both centralized exchanges and decentralized platforms. Users can dive into trading immediately with the versatile built-in strategies, and those seeking greater functionality can explore the scripting capabilities and the developer-friendly codebase. Hummingbot simplifies the process by taking care of the underlying infrastructure and technical details, enabling users to focus solely on refining their trading strategies and parameters. Beyond being a mere software tool, Hummingbot encourages users to engage with a vibrant community of traders and developers, fostering collaboration and knowledge sharing among professionals in the field. With such a strong community backing, Hummingbot not only enhances individual trading experiences but also contributes to a collective advancement in trading practices.
API Access
Has API
Yes
API Access
Has API
Yes
Integrations
Binance
Yes
Kraken
Yes
AscendEX
No
BNB Smart Chain (BSC)
No
Bitfinex
No
Bounderoo
No
Celo
No
CoinPort
No
Coinbase
No
Coinbase Commerce
No
Integrations
Binance
Yes
Kraken
Yes
AscendEX
Yes
BNB Smart Chain (BSC)
Yes
Bitfinex
Yes
Bounderoo
Yes
Celo
Yes
CoinPort
Yes
Coinbase
Yes
Coinbase Commerce
Yes
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Deployment
Web-Based
No
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
Yes
Mac
Yes
Linux
Yes
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
Yes
Mac
Yes
Linux
Yes
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
Yes
Online Support
Yes
Types of Training
Training Docs
No
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Freqtrade
Website
www.freqtrade.io/en/stable/
Vendor Details
Company Name
Hummingbot
Founded
2018
Website
hummingbot.io/en/
