gym-fx is an open-source Python library that implements a simulated Forex trading environment using the OpenAI Gym interface. It offers support for multiple currency pairs, integration of historical price feeds, technical indicators, and fully customizable reward functions. By providing a standardized API, gym-fx simplifies the process of benchmarking and developing reinforcement learning algorithms for algorithmic trading. Users can configure market slippage, transaction costs, and observation spaces to closely mimic live trading scenarios, facilitating robust strategy development and evaluation.

Heydai is a daily planner and time tracking application powered by AI, designed to help users visualize and manage their time effectively. It offers a visual timeline to effortlessly log past activities and plan for the future. Users can categorize their time to get detailed breakdowns by day, week, and month, and leverage analytics to gain deeper insights into their time usage. Heydai’s functionalities include goal setting, progress tracking, and the ability to see historical data, making it an invaluable tool for anyone looking to optimize their personal or professional productivity.