Merge pull request #306 from nnsW3/Docs-improvements

Docs improvements

Author: critesjosh

NOMENCLATURE.md

@@ -51,7 +51,7 @@ Locally run an Aztec Client and an Ethereum Client that it rolls up to.
 # Glossary and Nomenclature - Note specific terms
 
 ## "Preimage" (Note Hash context)
-Note contents and additional data that is has been hashed into a Note Hash
+Note contents and additional data that have been hashed into a Note Hash
 
 ## "Consume" (Note read)
 Nullifying a note after reading it in a transaction.

hackathons/INSPIRATION.md

@@ -18,7 +18,7 @@ These projects would be implemented as, or in conjunction with, Aztec contracts:
 - **Private lending front end** - you can see an example [here](https://github.com/AztecProtocol/aztec-packages/tree/master/noir-projects/noir-contracts/contracts/lending_contract)
 - **ZKollateral** - privately prove assets for collateral or creditworthiness for a loan
 - **Proof of Liquidity** - privately prove solvency and/or compliance without exposing the underlying assets or trades
-- **Private DEX** - allow users to trade assets without revealing the accounts that the assets originate from.
+- **Private DEX** - allows users to trade assets without revealing the accounts that the assets originate from.
 - **Oracles** - private and/or public price oracles will be critical infrastructure for building DeFi on Aztec.
 
 ## Tooling 🔧

hackathons/README.md

@@ -64,4 +64,4 @@ When you are ready to submit your project, please provide:
 | ZKvote.cc            | [project](https://ethglobal.com/showcase/zkvote-cc-rsvkt)            | To address the challenges of cross-chain voting, our protocol integrates Voting tokens with standard ERC-20 via bridge, processes voting off-chain, and employs ZK proofs for secure L2 State transfer. This ensures compatibility with existing bridge architectures. | ETHIstanbul |
 | Pepe's Computation   | [project](https://ethglobal.com/showcase/pepes-computation-q2v90)    | Moving from a centralized gaming industry to a decentralized future in which individuals can shape the roadmap games are taking. "Pepe's Party Computation" uses zk-SNARKS and two-party computation to solve trustless self-policing and decentralized fog-of-war     | ETHIstanbul |
 | Sarma+EVM=ZKEVM,PEXC | [project](https://ethglobal.com/showcase/sarma-evm-zkevm-pexc-9wp7o) | Sarma: simple primitive to achieve private execution on EVM, even cross-chain.                                                                                                                                                                                         | ETHIstabul  |
-| Vitalik's Secret     | [project](https://ethglobal.com/showcase/vitaliks-secret-ajwsw)      | A world scale puzzle that challenge anyone to find the best solution. It is a NP-hard problem so rife for exploration                                                                                                                                                  | ETHIstanbul |
+| Vitalik's Secret     | [project](https://ethglobal.com/showcase/vitaliks-secret-ajwsw)      | A world-scale puzzle that challenge anyone to find the best solution. It is a NP-hard problem so rife for exploration                                                                                                                                                  | ETHIstanbul |

hackathons/TOOLS.md

@@ -61,7 +61,7 @@
 - [SKProof](https://github.com/0x3327/skproof) - a Scikit-learn compatible Python library for generating ZK proofs of execution
 - [ML](https://github.com/metavind/noir-ml) - a library for implementing neural networks in Noir
 - [zkML-Noir](https://github.com/storswiftlabs/zkml-noir) - a library for Python ML model transcoding Noir, including various algorithms such as Decision tree, K-Means, XGBoost, FNN, CNN
-- [Matrix Operations](https://github.com/storswiftlabs/matrix_operations) - a library for matrix operations provides functionality for performing various matrix operations
+- [Matrix Operations](https://github.com/storswiftlabs/matrix_operations) - a library for matrix operations that provides functionality for performing various matrix operations
 - [Convolution](https://github.com/storswiftlabs/convolution) - a library for Convolutional Neural Network (CNN) library in Noir, including Convolutional layers, Pooling layers, and Linear (fully connected) layers.
 
 ##### Miscellaneous

tutorials/sandbox-tutorial/src/e2e_sandbox_example.test.ts

@@ -40,7 +40,7 @@ describe('e2e_sandbox_example', () => {
     expect(typeof nodeInfo.l1ContractAddresses.rollupAddress).toBe('object');
 
     // For the sandbox quickstart we just want to show them preloaded accounts (since it is a quickstart)
-    // We show creation of accounts in a later test
+    // We show the creation of accounts in a later test
 
     // docs:start:load_accounts
     ////////////// LOAD SOME ACCOUNTS FROM THE SANDBOX //////////////

tutorials/simple-private-token/README.md

@@ -370,7 +370,7 @@ Now in your `package.json` add a `scripts` section and set `"type":"module"`:
   },
 ```
 
-Create a `tsconfig.json` in the root and use your favourite config settings. Here’s an example:
+Create a `tsconfig.json` in the root and use your favorite config settings. Here’s an example:
 
 ```json
 {

tutorials/token-bridge/README.md

@@ -175,7 +175,7 @@ Execution contexts for an Aztec transaction:
 
 1. Private Execution
 
-Users provide inputs and execute locally on a their device for privacy reasons. Outputs of the private execution are commitment and nullifier updates, a proof of correct execution and any return data to pass to the public execution context.
+Users provide inputs and execute locally on their device for privacy reasons. Outputs of the private execution are commitment and nullifier updates, a proof of correct execution and any return data to pass to the public execution context.
 
 2. Public Execution
 

tutorials/token-contract/README.md

@@ -127,7 +127,7 @@ contract Token {
     #[aztec(public)]
     internal fn _reduce_total_supply(amount: Field) {}
 
-    // Unconstrained functions (read only)
+    // Unconstrained functions (read-only)
 
     unconstrained fn admin() -> Field {}