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asymmetric-k-center

Implementation of an O(log* k) approximation algorithm (Archer 2001) for asymmetric k-center problem.

atari-iterative-width

Dominated Action Sequence Detection for Online Blind Planning applied in Arcade Learning Environment (Atari)

b-pro

best-papers

Best Papers nominees from top conferences related to Artificial Intelligence

bpida-appendix

supplemental material for SoSC 2017 paper https://aaai.org/ocs/index.php/SOCS/SOCS17/paper/view/15801

combinatorial_instances

Instance generators for combinatorial search domains: 15-puzzle, 24-puzzle, grid-pathfinding, multiple sequenece alignment

continuousspm

Significant pattern mining for continuous variables (reimplementation of Sugiyama&Borgwardt https://arxiv.org/abs/1702.08694)

covering-options

covering-options

dasp-rl

DASP applied to RL

distributed-fast-downward

Distributed Fast Downward: classical planner for parallel/distributed environments

free-programming-books

hash-distributed-astar

Hash Distributed A*

icml2016-minecraft

Implementation of "Control of Memory, Active Perception, and Action in Minecraft"

llm-blender

[ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the diverse strengths of multiple open-source LLMs. LLM-Blender cut the weaknesses through ranking and integrate the strengths through fusing generation to enhance the capability of LLMs.

mbr-decoding

mp-lamp

Distributed Significant Pattern Mining for Binary/Continuous Variable Features

ods

Mission: To provide a high-quality open content data structures textbook that is both mathematically rigorous and provides complete implementations.

open-llm-leaderboard-local

Open LLM Leaderboard のローカル実行用スクリプト

optimal-options-icml-2019

Code for generating options for planning and reinforcement learning

optuna

A hyperparameter optimization framework

parallel-best-first-searches

The source code for the HDA*, PBNF algorithm, and friends.

pybrisque

A python implementation of BRISQUE Image Quality Assessment

search-ja

ヒューリスティック探索入門

set-cover

An implementation of a greedy algorithm for the set cover optimization problem (Chvatal, V 1979)

temperature-monitor

Temperature monitor for cluster. It pretty much depends on each hardware so that just pulling this code won't work.

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

tensorforce

TensorForce: A TensorFlow library for applied reinforcement learning

trl

Train transformer language models with reinforcement learning.