Stars
LaTeX.css is a CSS library that makes your website look like a LaTeX document
End-to-end Generative Optimization for AI Agents
Benchmark functions for Bayesian optimization
A PyTorch Library for Multi-Task Learning
Design, conduct and analyze results of AI-powered surveys and experiments. Simulate social science and market research with large numbers of AI agents and LLMs.
BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.
An open-source academic paper management tool.
an-instructive-workshop.github.io
Code for the NFL Big Data Bowl 2024 submission on Tackle Probability, Opportunity, and Conversion
A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.
Train transformer language models with reinforcement learning.
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Companion code for the paper "Multi-step budgeted Bayesian optimization with unknown evaluation costs".
A toolkit for developing and comparing reinforcement learning algorithms.
A repository of data on coronavirus cases and deaths in the U.S.
A Python sandbox for decision making in dynamics
Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoo…
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKT…
The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces
Bayesian optimization in PyTorch
A highly efficient implementation of Gaussian Processes in PyTorch
Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.
Windy GridWorlds environments compatible with OpenAI gym.