#python #algotrading #arbitrage #backtesting #bitcoin #bot #crypto #cryptocurrency #cython #dex #docker #ethereum #hft #marketmaking #orderbook #python #trading

Hummingbot is a free, open-source tool that helps you create and use automated trading strategies on many different exchanges. It supports both centralized and decentralized exchanges, allowing you to trade with minimal changes across various platforms. By using Hummingbot, you can benefit from a large community of users and developers who share knowledge and contribute to the software. This community helps democratize high-frequency trading, making advanced trading strategies more accessible. Additionally, Hummingbot offers connectors to multiple exchanges, often with discounts when you sign up through their referral links. This makes it easier and more cost-effective to start automated trading.

https://github.com/hummingbot/hummingbot

#python #ai #artificial_intelligence #cython #data_science #deep_learning #entity_linking #machine_learning #named_entity_recognition #natural_language_processing #neural_network #neural_networks #nlp #nlp_library #python #spacy #text_classification #tokenization

spaCy is a powerful tool for understanding and processing human language. It helps computers analyze text by breaking it into parts like words, sentences, and entities (like names or places). This makes it useful for tasks such as identifying who is doing what in a sentence or finding specific information from large texts. Using spaCy can save time and improve accuracy compared to manual analysis. It supports many languages and integrates well with advanced models like BERT, making it ideal for real-world applications.

https://github.com/explosion/spaCy