Card Game AI ML Frameworks

AI agents and game-playing strategies for card games like Blackjack, Poker, and regional variants (Jass, Briscola, Mahjong). Focuses on decision-making algorithms (Monte Carlo, genetic algorithms, reinforcement learning) applied to card game mechanics. Does NOT include general game AI, board games, or non-card games.

There are 44 card game ai frameworks tracked. 1 score above 50 (established tier). The highest-rated is uoftcprg/pokerkit at 66/100 with 429 stars and 8,205 monthly downloads.

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#	Framework	Score	Tier	Stars	Language
1	uoftcprg/pokerkit An open-source Python library for poker game simulations, hand evaluations,...	66	Established	429	Python
2	benedekrozemberczki/awesome-monte-carlo-tree-search-papers A curated list of Monte Carlo tree search papers with implementations.	47	Emerging	694	Python
3	dickreuter/Poker Fully functional Pokerbot that works on PartyPoker, PokerStars and GGPoker,...	46	Emerging	2,355	Python
4	fedden/poker_ai 🤖 An Open Source Texas Hold'em AI	44	Emerging	1,553	Python
5	EricSteinberger/PokerRL Framework for Multi-Agent Deep Reinforcement Learning in Poker	43	Emerging	512	Python
6	neelsomani/literature Literature card game implementation:...	42	Emerging	10	Python
7	Netease-Games-AI-Lab-Guangzhou/PerfectDou [NeurIPS 2022] PerfectDou: Dominating DouDizhu with Perfect Information Distillation	41	Emerging	208	Python
8	Charleo85/Texas-Hold-em-AI Research on Texas Hold'em AI	39	Emerging	117	Jupyter Notebook
9	bupticybee/AlphaNLHoldem An unoffical implementation of AlphaHoldem. 1v1 nl-holdem AI.	38	Emerging	108	Jupyter Notebook
10	GregSommerville/machine-learning-blackjack-solution Finding an optimal Blackjack strategy using AI	37	Emerging	71	C#
11	mjx-project/mjx Mjx: A framework for Mahjong AI research	35	Emerging	205	C++
12	dellalibera/td-gammon TD-Gammon implementation	35	Emerging	51	Python
13	wolo-research/bulldog poker ai	33	Emerging	29	C++
14	deeptexas-ai/The-strongest-AI-in-Texas-Hold-em-unlimited-Texas-Hold-em_Online-Poker-Software 德州AI，德州最强扑克人工智能AI，德州AI源码，德州游戏，德州俱乐部，德州扑克源码，德州源码，德州遊戲，德州俱樂部，德州撲克源碼，德州源碼，unity3...	32	Emerging	23	C++
15	guansanghai/KoiKoi-AI 🎴Learning based AI for playing multi-round Koi-Koi hanafuda card games. Have fun.	29	Experimental	19	Python
16	zanussbaum/pluribus An attempt at a Python implementation of Pluribus, a No-Limits Hold'em Poker Bot	28	Experimental	106	Python
17	0xsuu/Project-Mahjong Build AI for Mahjong.	28	Experimental	11	C++
18	LetteraUnica/BriscolaBot Reinforcement Learning agent that plays Briscola, a famous Italian card game	26	Experimental	5	TeX
19	pokerwars/pokerwars.io-starterbot-python A starter bot written in python for the pokerwars.io platform. To play: pull...	26	Experimental	44	Python
20	justinbodnar/blackjack-ai a Python3 machine learning library for playing Blackjack	26	Experimental	30	Roff
21	AntoniovanDijck/BlackJackRL Deep Q Learning blackbox strategies for casino games	25	Experimental	5	Jupyter Notebook
22	AkIyAm4/Blackjack-game A user friendly card game developed in Python in the making.	23	Experimental	1	Python
23	noahsabaj/HOI4-AI An AI that learns to play Hearts of Iron IV through computer vision and...	23	Experimental	8	Python
24	Green-Tortoises/21bot A godot game for playing blackjack with an AI	22	Experimental	1	GDScript
25	nicolafan/pyker Poker Texas Hold'Em in Python	21	Experimental	11	Python
26	kabbagepatch/BlackJack-RL Various Reinforcement learning algorithms for multi- and single-player...	21	Experimental	6	Python
27	COMP359/Godot-Poker-Machine-Learning Godot Poker Machine Learning Project is a game that combines poker with...	21	Experimental	9	GDScript
28	puyuan1996/rl_mcts_intro 强化学习与蒙特卡洛树搜索简介 ( (Introduction to RL and MCTS)	19	Experimental	8	—
29	hanizaidi110/Opponent-Modeling-and-Predicting-Opponent-moves-in-Poker Advanced_Data_Integration_Project	18	Experimental	11	Python
30	yashbhutwala/java-poker-gui-ai Texas hold 'em poker game implemented in Java	17	Experimental	4	Java
31	PokerBotAI/awesome-poker-ai A curated list of AI poker resources: research papers, open-source tools,...	16	Experimental	9	—
32	urbanetter/jassy An AI for a Swiss card game called Jass	15	Experimental	5	PHP
33	Hello1waver/PokerUltimateCalc 🃏 Calculate poker odds and win equity effortlessly with PokerUltimateCalc, a...	14	Experimental	—	C#
34	Rumis-Cube/pokerEconomics Access preprint: https://doi.org/10.21203/rs.3.rs-6015303/v1	14	Experimental	1	C
35	jesh3198/PokerUltimateCalc 🃏 Enhance your Texas Hold'em game with real-time probabilities and equity...	14	Experimental	—	C#
36	lropero/manolo A poker (Texas hold'em) data generator for testing Reinforcement Learning algorithms.	14	Experimental	3	JavaScript
37	OneUpWallStreet/TD-Gammon Implementation of TD Gammon algorithm by Gerald Tesauro at IBM's Thomas J....	13	Experimental	8	Python
38	redappleabc/Poker About Fully functional Pokerbot that works on PartyPoker, PokerStars and...	12	Experimental	14	Python
39	vlongle/Imperfecto Python library of imperfect information games, and self-play and...	12	Experimental	4	Python
40	atalha1/estimation_bot Creating NADL, the world's best estimation (Oh Hell) AI powered bot	11	Experimental	—	Python
41	OMerkel/Scopa The famous Italian card game Scopa.	11	Experimental	2	JavaScript
42	andreabazerla/dpcm-card-game DPCM, the new goliardic Card Game about COVID-19 restrictions in Italy from...	10	Experimental	1	Jupyter Notebook
43	qingzhixing/Black-Jack ✅Black-Jack game with AI, implement in Java.	10	Experimental	1	Java
44	tuongkhang012/MahjongGame Simple Riichi Mahjong game made to test the Deep CNN Mahjong AI built on...	10	Experimental	3	Python