roatienza/Deep-Learning-Experiments

Personal deep learning study notes and tutorial-style notebooks

Sutskever 30 implementations inspired by https://papercode.vercel.app/ | For Agents, use https://github.com/pageman/Sutskever-Agent | Polyglot / Multi-Backed version at https://github.com/pageman/sutskever-30-beyond-numpy

Deep learning for dummies. All the practical details and useful utilities that go into working with real models.

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

DL course co-developed by YSDA, HSE and Skoltech

A collection of various deep learning architectures, models, and tips

A resource for learning about Machine learning & Deep Learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

llms 大模型 笔记50篇 此仓库包含关于机器学习、深度学习、计算机视觉、自然语言处理、大模型 爬虫等领域 项目实战