Starred repositories
pix2tex: Using a ViT to convert images of equations into LaTeX code.
This repository contains the official implementation of the paper "Offline Reinforcement Learning for Learning to Dispatch for Job Shop Scheduling"
Cross Beat (xbe.at) - Your hub for python, machine learning and AI tutorials. Explore Python tutorials, AI insights, and more.
A high-throughput and memory-efficient inference and serving engine for LLMs
An index of algorithms for offline reinforcement learning (offline-rl)
[TNNLS-2024, arXiv-2023.2.10] Official repository of "A Survey on Causal Reinforcement Learning"
A curated list of reinforcement learning with human feedback resources (continually updated)
Awesome In-Context RL: A curated list of In-Context Reinforcement Learning
ICML'2024: Q-value Regularized Transformer for Offline Reinforcement Learning
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
The absolute most basic example of AlphaZero and Monte Carlo Tree Search I could come up with
Reinforcement learning for combinatorial optimization over directed graphs
A package for tree-based statistical estimation and inference using optimal decision trees.
Official implementation non-autoregressive combinatorial optimizaiton solvers, covering our ICLR 2023 paper and SCIENTIA SINICA Informationis paper
Awesome machine learning for combinatorial optimization papers.
JAX + Flax implementation of "Combinatorial Optimization with Physics-Inspired Graph Neural Networks" by Schuetz et al.
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphic…
Code for "Low Emissions Building Control with Zero-Shot Reinforcement Learning" (AAAI 2023)
Hybrid Quantum-Classical Multi-cuts Benders' Decomposition Algorithm based on D-Wave and Gurobi
Sample set of notebooks that explore causal inference with DoWhy & Time-series forecasting with Chronos/AutoGluonTS
Offline Reinforcement Learning Reading Group