Python - 100天从新手到大师

Google Research

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive A…

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

Examples and guides for using the Gemini API

每个人都能看懂的大模型知识分享，LLMs春/秋招大模型面试前必看，让你和面试官侃侃而谈

Doing simple retrieval from LLM models at various context lengths to measure accuracy

A 4-hour coding workshop to understand how LLMs are implemented and used

Python & Matlab code for the figures from the book "Learning Theory from First Principles" by Francis Bach

Python tutorial for reproducible labeling of topic models with GPT4-o-mini

Assignments Completed throughout CS Online Degree: 2021-2023