open-build-service
open_spiel
open-build-service | open_spiel | |
---|---|---|
16 | 44 | |
890 | 4,004 | |
0.8% | 0.9% | |
10.0 | 9.5 | |
5 days ago | 4 days ago | |
Ruby | C++ | |
GNU General Public License v3.0 only | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
open-build-service
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Snaps. Why? Please Stop
It is basically a solved problem for developers.
https://build.opensuse.org/ will let you target 20+ distros with very little work. You can also run your own local instance if you want https://github.com/openSUSE/open-build-service
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Mozilla's Firefox Nightly .deb Package for Debian-Based Linux Distributions
I wish more software developers would use Open Build Service and create many packages for many distros: https://openbuildservice.org/
- Open Build Service
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OpenSUSE also provides it's own instance of openbuildservice.
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LURE Version 0.0.7 released. First beta version!
I see! So it is like a local https://openbuildservice.org/
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Is it possible to make a CI/CD pipeline to build my own packages and create a repo?
You can look at Open Build Service (OBS) and you can try it for free in OpenSuse OBS.
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My comp sci mentor who is a university student half my age says that learning to use Linux is the optimal comp sci education experience
i'm referring to a different OBS, https://openbuildservice.org/ which is i.e. a better AUR
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What tools are available for maintaining a private repository?
You can also checkout Open Build Service
- Native Messaging support now landed in Firefox Snap stable (i.e. things like Gnome Shell Extensions, GSConnect, Plasma Integrations, KeepassXC, etc. now work)
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Has anyone ever built a "distro configurator"?
You are describing what SUSE Studio used to be. Now there is Open Build Service, but imo it is not as simple as Studio used to be.
open_spiel
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What projects or open-source contributions can impress Jane Street recruiters for a Quant SWE role ?
Deep mind actually has a repository where they applied this algorithm for incomplete-knowledge games. You could use it for reference: https://github.com/deepmind/open_spiel/tree/master/open_spiel/python/algorithms
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I want to build a learning agent for a combinatorial game
+1. You can also find an implementation of Clobber and AlphaZero (and many other basic RL algorithms) in OpenSpiel: https://github.com/deepmind/open_spiel
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minimax for imperfect-information turn-games?
You can find a lot of code online if you look, and many of these applied to Poker. There's a general implementation of both in Python and C++ in OpenSpiel, with some examples applied to small poker games. It's nice code to learn from because the algorithms operate over generic game descriptions, so there aren't game-specific design choices mixed up with the implementation of the algorithms, and you can create your own poker game and just run them on it.
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OpenSpiel 1.3 Released!
And many other additions and improvements. See all the details here: https://github.com/deepmind/open_spiel/releases/tag/v1.3
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What's a good OpenAI Gym Environment for applying centralized multi-agent learning using expected SARSA with tile coding?
I would checkout the openspiel package. It's main focus is RL in games (multi-agent environments). You'll find RL examples there and games that are small enough to solve without deep RL. There's also a wide range of environments from fully cooperative to adversarial zero-sum.
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Competitive reinforcement learning for turn-based games
Hi, you can check out OpenSpiel: https://github.com/deepmind/open_spiel/
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Reinforcement learning and Game Theory a turn-based game
as for algorithms , openspiel repository has few implementations some of these are not related to imperfect information games , and others are not for multiagent environment and others are tabular algorithms .
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Shimmy 1.0: Gymnasium & PettingZoo bindings for popular external RL environments
This includes single-agent Gymnasium wrappers for DM Control, DM Lab, Behavior Suite, Arcade Learning Environment, OpenAI Gym V21 & V26. Multi-agent PettingZoo wrappers support DM Control Soccer, OpenSpiel and Melting Pot. For more information, read the release notes here:
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How to deal with situations where the RL agent cannot act at every time step?
I've had some success using Action Masking - you can refer to here https://github.com/deepmind/open_spiel/blob/120420a74a69354d64c10b51cd129d4587f9f325/open_spiel/python/algorithms/dqn.py but for DQN you need to mask out q values for invalid actions (as well as masking them during prediction). In my case I'm able to place my mask in the observation so can fetch it quite easily during prediction but if that's not possible you could query it from the environment and store it in the replay buffer (like they do in the link I shared)
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How to search the game tree with depth-first search?
Take a look at this simple implementation: https://github.com/deepmind/open_spiel/blob/master/open_spiel/algorithms/minimax.cc
What are some alternatives?
openQA - openQA web-frontend, scheduler and tools.
muzero-general - MuZero
pkger - Automate building RPMs and DEBs as well as other artifacts on multiple Linux distributions, versions and architectures using Docker/Podman
PettingZoo - An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities
opi - OBS Package Installer (CLI)
gym - A toolkit for developing and comparing reinforcement learning algorithms.
packages - Monorepo for Terra Packages
rlcard - Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
snapper - Manage filesystem snapshots and allow undo of system modifications
gym-battleship - Battleship environment for reinforcement learning tasks
UnspamifyUbuntu - Remove spam from Ubuntu
TexasHoldemSolverJava - A Java implemented Texas holdem and short deck Solver