rasbt / LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
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Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
ChatTTS is a generative speech model for daily dialogue.
Anthropic's educational courses
Longterm Memory for Autonomous Agents.
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
《Pytorch实用教程》(第二版)无论是零基础入门,还是CV、NLP、LLM项目应用,或是进阶工程化部署落地,在这里都有。相信在本书的帮助下,读者将能够轻松掌握 PyTorch 的使用,成为一名优秀的深度学习工程师。
Repository to store sample python programs for python learning
Jupyter Notebook
FinRL: Financial Reinforcement Learning. 🔥
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
All notes and materials for the CS229: Machine Learning course by Stanford University
Neo4j graph construction from unstructured data
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Multiple NVIDIA GPUs or Apple Silicon for Large Language Model Inference?
The fastai book, published as Jupyter Notebooks
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
🔊 Text-Prompted Generative Audio Model
A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap
Code I wrote for my AI & LLM workshops
Neural Networks: Zero to Hero
A High-Quality Real Time Upscaler for Anime Video
Data science, machine learning, and web development project code for https://www.youtube.com/c/Dataquestio .