Contents
- 1 Overview of The Graph
- 2 Blockchain
- 3 Network
- 4 Support
- 5 Are Transformers learning ‘neural syntax’?
- 6 Stock Buybacks: Why Would a Company Reinvest in Themselves?
- 7 Like what you’re reading?
- 8 Are my rewards taxable?
- 9 What Is The Graph (GRT)?
- 10 Do I maintain control of my GRT when delegating them?
- 11 Have countries flattened the curve?
- 12 Which Visual Representation?
- 13 What Is The Graph?
- 14 What do I have to do if I want to sell my delegated GRT?
- 15 What is The Graph?
- 16 How Is The Graph Network Secured?
- 17 How Many The Graph (GRT) Coins Are There in Circulation?
- 18 How Does The Graph Protocol Work?
- 19 What Is The GRT Token?
- 20 AdMad at your Computer?
- 21 What Problems Does The Graph (GRT) Solve?
- 22 Are the rewards directly sent to me?
- 23 When will I receive my rewards?
- 24 Are fully-connected graphs the best input format for NLP?
- 25 What is the Graph Network?
- 26 What is The CoinDesk 20?
- 27 How to learn long-term dependencies?
- 28 Graph Roadmap: What’s next?
- 29 What is the incentive to delegate my GRT?
- 30 What is The Graph?
- 31 Why multiple heads of attention? Why attention?
- 32 How Does The Graph Index Data?
- 33 What is The Graph?
- 34 What Makes The Graph Unique?
- 35 Who’s using GraphQL?
- 36 What do I have to do if I want to increase my staking amount?
- 37 Who Are the Founders of The Graph?
- 38 Why is training Transformers so hard?
- 39 History of The Graph
Overview of The Graph
Blockchain
To index Ethereum-based data, The Graph uses the “subgraph manifest.” This refers to the description of a subgraph containing data about smart contracts, blockchain events, and the procedure in mapping event data with one another, before they are all kept in the platform’s database.
Network
The Graph has a global community, including over 200 Indexer Nodes in the testnet and more than 2,000 Curators in the Curator Program as of October 2020.To fund network development, The Graph raised funds from community members, strategic VCs and influential individuals in the blockchain community including Coinbase Ventures, DCG, Framework, ParaFi Capital, CoinFund, DTC, Multicoin, Reciprocal Ventures, SPC, Tally Capital and others.The Graph Foundation also successfully completed a public GRT Sale with participation from 99 countries (not including the U.S.).To date as of November 2020, The Graph has raised ~$25M.
Support
Celo is a layer 1 blockchain whose mission is to build a financial system that creates the conditions of prosperity for everyone.Central to that is Celo’s global community of developers that have contributed to and built more than 200 projects on the Celo platform in service of this vision.The Graph currently supports indexing data from Ethereum, IPFS, and now with the addition of Celo, will continue its expansion and PoA with more layer 1 and layer 2 blockchain integrations in the pipeline.
Are Transformers learning ‘neural syntax’?
There have been several interesting papers from the NLP community on what Transformers might be learning.The basic premise is that performing attention on all word pairs in a sentence–with the purpose of identifying which pairs are the most interesting–enables Transformers to learn something like a task-specific syntax.Different heads in the multi-head attention might also be ‘looking’ at different syntactic properties.
Stock Buybacks: Why Would a Company Reinvest in Themselves?
The rapidly improving economy and stocks at record highs may be fueling a flurry of stock buyback activity in 2021.
Like what you’re reading?
Get to work in a fast growing industry.Start learning blockchain together with our 20,000+ students today.Use coupon code BLOG20 for 20% off.
Are my rewards taxable?
Unfortunately we cannot answer this question in a general manner as tax regulation differs among legislations.Nevertheless, we advice you to always track your staking operations so you can provide a detailed history of your staking rewards.
What Is The Graph (GRT)?
The Graph is an indexing protocol for querying data for networks like Ethereum and IPFS, powering many applications in both DeFi and the broader Web3 ecosystem.Anyone can build and publish open APIs, called subgraphs, that applications can query using GraphQL to retrieve blockchain data.There is a hosted service in production that makes it easy for developers to get started building on The Graph and the decentralized network will be launching later this year.The Graph currently supports indexing data from Ethereum, IPFS and POA, with more networks coming soon.
Do I maintain control of my GRT when delegating them?
The indexer you delegate your tokens to is not able to access your funds at any point in time since you are only delegating your staking rights.At no point in time, we have control over your GRT or your private key.
Have countries flattened the curve?
Countries around the world are working to “flatten the curve” of the coronavirus pandemic.Flattening the curve involves reducing the number of new COVID-19 cases from one day to the next.This helps prevent healthcare systems from becoming overwhelmed.When a country has fewer new COVID-19 cases emerging today than it did on a previous day, that’s a sign that the country is flattening the curve.
Which Visual Representation?
The type of data you are presenting may be better
suited for one kind of graph than another.For example, if your
measurements are periodic samples of an ongoing event, like rainfall
each day, then a line with points helps to convey that message.If on
the other hand, you are first averaging across distinct units of time
like months, then bars might work better.If you are trying to
visually display the pieces of a whole, a piechart might be a good
choice.
What Is The Graph?
The Graph is a project whose protocol allows for querying of networks like Ethereum (ETH) and InterPlanetary File System.The protocol does the querying and collecting of the data without any interaction with a third party — in effect, in a secure and trustless manner.
What do I have to do if I want to sell my delegated GRT?
You need to stop the delegation, wait for the unlock period to complete (~28 days), and then withdraw your GRT.Please note that when you are withdrawing your tokens, you have to pay a withdrawal tax.The tax is in place to disincentivize poor decision making that could harm the integrity of the network.You can choose to undelegate any amount of GRT, so you do not need to undelegate the whole amount.
What is The Graph?
The Graph is a decentralized protocol for indexing and querying data from blockchains.
How Is The Graph Network Secured?
The Graph has built an open data layer on top of blockchains: Indexers can run their own Ethereum archive nodes to run Graph Node, or they can use node operators like Infura or Alchemy.
How Many The Graph (GRT) Coins Are There in Circulation?
Total GRT supply at mainnet launch will be 10 billion tokens, with an initial circulating supply of ~1,245,666,867 GRT.New token issuance in the form of indexing rewards will begin at 3% annually and is subject to future technical governance by The Graph Council.You can read about GRT token economics here and distribution information here.
How Does The Graph Protocol Work?
The Graph Network consists of three main components.These are all vital to the running of the protocol.Interestingly, the protocol has created a tiered system of involvement in levels of technical ability.This means, regardless of developing experience, anyone can get involved in The Graph Network.
What Is The GRT Token?
The GRT token is an Ethereum-based ERC-20 work token that’s used to allocate different resources within the ecosystem.The GRT token is used to incentivize all players of the network to create continuously improving APIs.This is because all Indexers, Delegators, and Curators are paid in GRT tokens depending upon the performance of the indexes or subgraphs.
AdMad at your Computer?
Boost and fix your computer with ease, now.
What Problems Does The Graph (GRT) Solve?
Before 2020, you needed to be technically inclined to build a Dapp that relies on accessing data from the Ethereum blockchain in an efficient way.Back then, developers had to come up with their own strategy to gather data and transform it from different sources.Recognizing this technical barrier, Graph developed a powerful toolset to help drive innovation and simplify this once complicated process.Their primary concerns were to accomplish this task without degrading security.
Are the rewards directly sent to me?
Your GRT rewards accrue on your account and are automatically re-delegated, so that you can leverage a compounding effect on your funds.Rewards are distributed to delegators everytime a indexer closes his/her allocations.
When will I receive my rewards?
Rewards are either distributed to delegators every time an indexer closes his/her allocations or they are automatically distributed every 28 days.
Are fully-connected graphs the best input format for NLP?
Before statistical NLP and ML, linguists like Noam Chomsky focused on developing fomal theories of linguistic structure, such as syntax trees/graphs.
What is the Graph Network?
The Graph Network is a so-called middle layer, between various blockchains and decentralized applications (dApps).When creating decentralized applications, there needs to be a way to securely communicate data between the blockchain and the user-friendly front end, plus the web of smart contracts structuring the application.
What is The CoinDesk 20?
The CoinDesk 20 filters from the larger universe of thousands of cryptocurrencies and digital assets to define a core group of 20.
How to learn long-term dependencies?
Another issue with fully-connected graphs is that they make learning very long-term dependencies between words difficult.This is simply due to how the number of edges in the graph scales quadratically with the number of nodes, i.e., in an n word sentence, a Transformer/GNN would be doing computations over n^2 pairs of words.Things get out of hand for very large n.
Graph Roadmap: What’s next?
Now that mainnet has launched, The Graph will continue building.The Team has stated that the Graph Foundation will work on building a production-ready Graph Explorer dApp and Gateway that will support all network contributors.
What is the incentive to delegate my GRT?
Once you have delegated your GRT, you are contributing to the network's security.In return, you will receive rewards in the form of newly minted GRT.Conversely, if you do not participate in staking, your assets will get diluted over time.
What is The Graph?
Learn about The Graph Network and why it’s so important for building a vibrant crypto economy.
Why multiple heads of attention? Why attention?
I’m more sympathetic to the optimization view of the multi-head mechanism–having multiple attention heads improves learning and overcomes bad random initializations.For instance, these papers showed that Transformer heads can be ‘pruned’ or removed after training without significant performance impact.
How Does The Graph Index Data?
To index Ethereum-based data, The Graph uses the “subgraph manifest.” This refers to the description of a subgraph containing data about smart contracts, blockchain events, and the procedure in mapping event data with one another, before they are all kept in the platform’s database.
What is The Graph?
The Graph ($GRT) is a decentralized and open-sourced indexing protocol for blockchain data.Developers can build and publish different APIs, which are referred to as subgraphs, and perform queries through the GraphQL.
What Makes The Graph Unique?
The Graph is working to bring reliable decentralized public infrastructure to the mainstream market.To ensure economic security of The Graph Network and the integrity of data being queried, participants use Graph Token (GRT).GRT is a work token that is locked-up by Indexers, Curators and Delegators in order to provide indexing and curating services to the network.
Who’s using GraphQL?
Facebook's mobile apps have been powered by GraphQL since 2012.A GraphQL spec was open sourced in 2015 and is now available in many environments and used by teams of all sizes.
What do I have to do if I want to increase my staking amount?
You can simply delegate more GRT to your indexer via the Network Beta dApp.
Who Are the Founders of The Graph?
The Graph team includes professionals from the Ethereum Foundation, OpenZeppelin, Decentraland, Orchid, MuleSoft leading up to the IPO and acquisition by Salesforce, Puppet, Redhat and Barclays.
Why is training Transformers so hard?
Reading new Transformer papers makes me feel that training these models requires something akin to black magic when determining the best learning rate schedule, warmup strategy and decay settings.This could simply be because the models are so huge and the NLP tasks studied are so challenging.