Shuai Guo's starred repositories
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
TaskWeaver
A code-first agent framework for seamlessly planning and executing data analytics tasks.
gpt_paper_assistant
GPT4 based personalized ArXiv paper assistant bot
trainable-agents
Code and datasets for "Character-LLM: A Trainable Agent for Role-Playing"
neuromancer
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
promptflow
Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
AgentVerse
🤖 AgentVerse 🪐 is designed to facilitate the deployment of multiple LLM-based agents in various applications, which primarily provides two frameworks: task-solving and simulation
dash-iconify
Iconify for Plotly Dash
the-gan-zoo
A list of all named GANs!
annotated_deep_learning_paper_implementations
🧑🏫 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, ... 🧠
conformal-prediction
Lightweight, useful implementation of conformal prediction on real data.
uncertainty-toolbox
Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization
StiffNet-Benchmark
Benchmark for learning stiff problems using physics-informed machine learning