Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Python programs, usually short, of considerable difficulty, to perfect particular skills.

Code for Machine Learning for Algorithmic Trading, 2nd edition.

Solve puzzles. Improve your pytorch.

Qwen3-omni is a natively end-to-end, omni-modal LLM developed by the Qwen team at Alibaba Cloud, capable of understanding text, audio, images, and video, as well as generating speech in real time.

This jupyter notebook is used to demonstrate our recent work, "DeepLOB: Deep Convolutional Neural Networks for Limit Order Books", published in IEEE Transactions on Singal Processing. We use FI-201…