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Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

License: MIT License

deep-learning machine-learning machine-learning-algorithms artificial-intelligence neural-network paper learning-theory reinforcement-learning statistical-learning data-mining

papers-literature-ml-dl-rl-ai's Introduction

GitHub forks GitHub stars PRs Welcome

Impactful and widely cited papers and literature on ML/DL/RL/AI

Widely cited and impactful papers/literature and free tutorials/books, related to Artificial intelligence (AI), statistical modeling, Machine Learning (ML), Deep learning (DL), Reinforcement learning (RL), and their various applications.

Collector/maintainer

Papers collected and maintained by Dr. Tirthajyoti Sarkar.
Please feel free to add me on LinkedIn

ML def

Topics and directory listings

AI Hardware

Application of Artificial Intelligence

Artificial Intelligence (AI), and Game Theory

Deep Learning

Fairness, Bias, and Ethics in AI

General Machine Learning topics

Reinforcement Learning

Statistics and Statistical Learning

Learning Theory

(New!) ML Ops

(New!) ML for manufacturing and IoT

papers-literature-ml-dl-rl-ai's People

Contributors

sayakpaul avatar shikharvaish28 avatar tirthajyoti avatar

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thegreenjedi pursh2002 avsolatorio shivampanwar tyjk kvantas naresh242 snci radhikari54 gridl mesosxzan miaviles thenimala pujahabibi gyani123 sirimare19751 ahmadlufiau barlan1 shwetago janardhanv zaxebo1 alberto-forks smurugu saidaml khinmaunghtay4ah duke24k nishsharma001 pratt-rout sakampavankumar hc10024 tanoydewanjee91 ivantay2003 amitkayal srinivasbakki ssameerr sourabhparime machinelearning-tutorials jeka312 abhibesu2018 mwijaya3 aglaiawong lovelan521 stjordanis dsvrsec xcj9636 liuliuball45 cribin doddaiah atendra12 andjelatodorovic ieyer matbilml altafr keitazoumana keremakkaya sihaiyang0215 anandr781 ridth hadywalied priya997 imiu baldmenace me-meenu prayanshratan mohanakrishna62 tvganesh rahulchaki irischang59 maciulaitis dineshnemali limbu2 rienhearte song-heng joma ayatullah7 joelramirez edjustice salilnavgire kcsekhar-de srikanthgr1 krishnatray kpreetsid ask95 saamkhya ravikiransm sebastianlanger wenkangwei sidart069 ksnnkyo lzbgt williamjlittlefield gjavolce gamehoo zheewang cho-jason mirkoperrone jaher tyronsamaroo cbamedjonekou undabah

papers-literature-ml-dl-rl-ai's Issues

The Hundred Page Machine Learning Book

Hi,

I would appreciate if you replaced the chapters of my book by the links to the files on the book's website. The files on the book's website are constantly updated while those you put on github are stale and might leave wrong perception to the reader.

Thank you,
Andriy Burkov

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