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#python #artificial_intelligence #atari #deep_learning #diffusion_models #machine_learning #reinforcement_learning #research #world_models

DIAMOND is a new way to train AI agents using a technique called diffusion in world models. It allows the agent to learn and play games like Atari and even simulate environments like Counter-Strike: Global Offensive. The benefit to you is that you can easily try out these pre-trained models on your own computer by following simple installation steps. You can watch the AI play, take control yourself, and even adjust how the AI imagines the game world, making it a fun and interactive way to explore advanced AI technology.

https://github.com/eloialonso/diamond
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#python #algorithmic_trading #auto_quant #deep_learning #finance #fintech #investment #machine_learning #paper #platform #python #quant #quant_dataset #quant_models #quantitative_finance #quantitative_trading #research #research_paper #stock_data

Qlib is an open-source platform for quantitative investment that uses AI technologies. It supports various machine learning models and helps in finding valuable signals in financial data, adapting to market dynamics, and optimizing trading strategies. Here are the key benefits Qlib introduces RD-Agent, a tool that automates factor mining and model optimization, making it easier to develop quant investment strategies.
- **Diverse Machine Learning Models** It covers the entire chain of quantitative investment, including data processing, model training, backtesting, and order execution.
- **Customizable Workflows** Qlib's data server is optimized for performance, allowing fast data processing and retrieval, which is crucial for real-time trading decisions.

Overall, Qlib simplifies the process of building and optimizing quant investment strategies, making it a powerful tool for researchers and investors.

https://github.com/microsoft/qlib
#python #agent #ai #automation #llms #openai #python #research #search #webscraping

GPT Researcher is a tool that helps you do thorough research on any topic quickly and accurately. It uses AI to gather information from many sources, including the web and your local documents, and then puts it all together into a detailed report with citations. This tool is useful because it saves time and resources compared to doing manual research, which can take weeks. It also reduces the risk of misinformation and bias by aggregating data from multiple sources. You can customize it to fit your specific needs and export reports in various formats like PDF, Word, and more. Overall, GPT Researcher makes it easier to get reliable and unbiased information for your research tasks.

https://github.com/assafelovic/gpt-researcher
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#go #apple #appstore #cli #command_line #command_line_tool #go #golang #golang_library #ios #ipa #itunes #macos #research #reverse_engineering #security #swift #tool

IPATool is a helpful tool that lets you search for iOS apps on the App Store and download their IPA files directly to your computer. It works on Windows, Linux, and macOS. To use it, you need an Apple ID. The tool allows you to authenticate with the App Store, search for apps, purchase licenses if needed, and download IPA files legally. This is useful for backing up apps or modifying them before installing them on your device. IPATool ensures that only purchased apps can be downloaded, making it a secure way to manage your iOS apps.

https://github.com/majd/ipatool
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#python #agent #ai #automation #data_mining #data_science #development #llm #research

RD-Agent is a tool that helps automate research and development (R&D) tasks. It can read reports, propose new ideas, and implement them using data. This tool acts like a copilot for researchers, automating repetitive tasks or working independently to suggest better solutions. RD-Agent supports various scenarios, such as finance and medical fields, making it easier to streamline model development and data analysis. By using RD-Agent, users can save time and boost productivity in their R&D work.

https://github.com/microsoft/RD-Agent