├── annotated_papers ├── AN IMAGE IS WORTH 16X16 WORDS_TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE.pdf ├── Attention Is All You Need.pdf └── Emerging Properties in Self-Supervised Vision Transformers └── readme.md /annotated_papers/AN IMAGE IS WORTH 16X16 WORDS_TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dmfxyz/reading-list-and-annotated-papers/f93d429e76c6700b1d10447deaa2619129dcf601/annotated_papers/AN IMAGE IS WORTH 16X16 WORDS_TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE.pdf -------------------------------------------------------------------------------- /annotated_papers/Attention Is All You Need.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dmfxyz/reading-list-and-annotated-papers/f93d429e76c6700b1d10447deaa2619129dcf601/annotated_papers/Attention Is All You Need.pdf -------------------------------------------------------------------------------- /annotated_papers/Emerging Properties in Self-Supervised Vision Transformers: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dmfxyz/reading-list-and-annotated-papers/f93d429e76c6700b1d10447deaa2619129dcf601/annotated_papers/Emerging Properties in Self-Supervised Vision Transformers -------------------------------------------------------------------------------- /readme.md: -------------------------------------------------------------------------------- 1 | # Reading List 2 | A collection of resources I’ve found helpful or interesting. Some are just things I want to keep handy. The list is both updated and pruned sporadically, and is pushed occassionally. I hope to organize it further when I have time; for now the links are listed in no particular order. 3 | 4 | ## Words 5 | 6 | - [Neural Networks and Deep Learning](http://neuralnetworksanddeeplearning.com/) 7 | 8 | - [An introduction to Markov Chains ](http://web.math.ku.dk/noter/filer/stoknoter.pdf) 9 | 10 | - [Reinforcement Learning 2nd Edition](http://incompleteideas.net/book/RLbook2020.pdf) 11 | 12 | - [Machine Learning for Asset Managers](https://books.google.com/books/about/Machine_Learning_for_Asset_Managers.html?id=gRfeDwAAQBAJ&source=kp_book_description) (Check google for pdf) 13 | 14 | - [Bithacks](https://graphics.stanford.edu/~seander/bithacks.html) (useful bitwise operations) 15 | 16 | - [Attention Is All You Need](https://arxiv.org/pdf/1706.03762.pdf) 17 | 18 | - [An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale](https://arxiv.org/abs/2010.11929) 19 | 20 | - [Introducing the Foundry Ethereum development toolbox](https://www.paradigm.xyz/2021/12/introducing-the-foundry-ethereum-development-toolbox) 21 | 22 | - [EVM Deep Dives](https://noxx.substack.com/p/evm-deep-dives-the-path-to-shadowy?s=r) (By noxx, parts 1-6) 23 | 24 | - [Solidity Docs](https://docs.soliditylang.org/en/v0.8.13/) 25 | 26 | - [Solving ParadigmCTF's JOP](https://plotchy.substack.com/p/solving-paradigmctfs-jop-?s=r) (by plotchy) 27 | 28 | - [Hardware Acceleration for Zero Knowledge Proofs](https://www.paradigm.xyz/2022/04/zk-hardware) 29 | 30 | - [Uniswap 1](https://github.com/runtimeverification/verified-smart-contracts/blob/uniswap/uniswap/x-y-k.pdf), [Uniswap 2](https://uniswap.org/whitepaper.pdf), [Uniswap 3](https://uniswap.org/whitepaper-v3.pdf) 31 | 32 | - [Programming Uniswap v2](https://jeiwan.net/posts/programming-defi-uniswapv2-4/) (by jeiwan) 33 | 34 | - [Gradual Dutch Auctions](https://www.paradigm.xyz/2022/04/gda) 35 | 36 | - [Multicall](https://destiner.io/blog/post/multicall-how-to-make-multiple-ethereum-calls-in-a-single-request/) 37 | 38 | - [Yul Specification](https://docs.soliditylang.org/en/latest/yul.html) 39 | 40 | - [Byzantine Fault Tolerance](https://medium.com/loom-network/understanding-blockchain-fundamentals-part-1-byzantine-fault-tolerance-245f46fe8419) 41 | 42 | - [Retroactive Airdrops are Exotic Options](https://gauntlet.network/reports/retroairdrop) 43 | 44 | - [Trail of Bits: Frozen Heart](https://blog.trailofbits.com/2022/04/13/part-1-coordinated-disclosure-of-vulnerabilities-affecting-girault-bulletproofs-and-plonk/) 45 | 46 | - All of [vitalik.ca](https://vitalik.ca) 47 | 48 | - [Verifiable Delay Functions](https://blog.trailofbits.com/2018/10/12/introduction-to-verifiable-delay-functions-vdfs/) 49 | 50 | - [Nansen: Arbitrage on Decentralized Exchanges](https://www.nansen.ai/research/arbitrage-on-decentralised-exchanges) 51 | 52 | - [W3C's Notation Spec for EBNF Grammars](https://www.w3.org/TR/2010/REC-xquery-20101214/#id-grammar) 53 | 54 | - [Replicating Monotic Payoffs Without Oracles](https://arxiv.org/pdf/2111.13740.pdf) 55 | 56 | - [Demystifying the TerraUSD Peg](https://www.nansen.ai/research/on-chain-forensics-demystifying-terrausd-de-peg) 57 | 58 | - [Fractional Reserve Banking in Decentralized Finance](https://interestprotocol.io/#/whitepaper) 59 | 60 | - [EIP-712: Ethereum typed structured data hashing and signing](https://eips.ethereum.org/EIPS/eip-712) 61 | 62 | - [Rai: A Low Volatility, Trust Minimized Collateral for the DeFi Ecosystem](https://github.com/reflexer-labs/whitepapers/blob/master/English/rai-english.pdf) 63 | 64 | - [Principles of decentralized finance (Summer 2022)](https://cfmm.io/) 65 | 66 | - [A Specification for the Unchained Index (TrueBlocks)](https://trueblocks.io/papers/2022/file-format-spec-v0.40.0-beta.pdf) 67 | 68 | - [The different types of ZK-EVMs](https://vitalik.ca/general/2022/08/04/zkevm.html) 69 | 70 | - [Tornado Cash Privacy Solution](https://web.archive.org/web/20210921024215/https://tornado.cash/Tornado.cash_whitepaper_v1.4.pdf) 71 | 72 | ## Pictures 73 | - [3blue1brown’s linear algebra series](https://youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab) (good refresher if you previously learned linalg by rote memorization ) 74 | 75 | - [3blue1brown's calculus series](https://www.youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr) (again, if like most people your high school and university math classes did you a disservice, this is a great watch.) 76 | 77 | - [Attention: Video Essay](https://www.youtube.com/watch?v=iDulhoQ2pro) 78 | 79 | - [16x16 Words: Video Essay](https://www.youtube.com/watch?v=TrdevFK_am4) 80 | 81 | - [Literally anything on the Applied Science youtube channel](https://www.youtube.com/channel/UCivA7_KLKWo43tFcCkFvydw) 82 | 83 | - [FTX Pyth Workshop on Regulation and Licenses](https://www.youtube.com/watch?v=nl06VW4TBLM) 84 | 85 | - [ETHAmsterdam 2022](https://www.youtube.com/watch?app=desktop&v=HYPGD2bOMOo) (need to add timestamps) --------------------------------------------------------------------------------