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Merge pull request #520 from gizatechxyz/develop
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raphaelDkhn authored Dec 21, 2023
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8 changes: 4 additions & 4 deletions README.md
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Expand Up @@ -41,14 +41,14 @@ You can check our official docs [here](https://orion.gizatech.xyz/welcome/readme
- 🏛 [Hub](https://orion.gizatech.xyz/v/develop/hub/algorithms): A curated collection of ML models and spaces built by the community using Orion framework.
- 🎓 [Academy](https://orion.gizatech.xyz/v/develop/academy/tutorials): Resources and tutorials for learning how to build ValidityML models using Orion.

## ✨ What's new?

For a detailed list of changes, please refer to the [CHANGELOG](https://github.com/franalgaba/onnx-cairo/blob/main/docs/CHANGELOG.md) file.

## 💖 Join the community!

Join the community and help build a safer and transparent AI in our [Discord](https://discord.gg/kvqVYbCpU3)!

## 🚀 Orion Usage
- For an insightful overview of impressive proof of concepts, models, and tutorials created by our community, please visit [Orion Usage](https://github.com/gizatechxyz/orion/blob/main/orion-usage.md).
- Discover a currated list of tutorials and models developed using Orion in [Orion-Hub](https://github.com/gizatechxyz/Orion-Hub).

## ✍️ Authors & contributors

For a full list of all authors and contributors, see [the contributors page](https://github.com/franalgaba/onnx-cairo/graphs/contributors).
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# Orion Usage

*Last Update: 12 dec. 2023*
*Last Update: 21 dec. 2023*

## Contributors

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Learn how to use Orion with tutorials. We encourage you to contribute by sharing your own tutorial.

| Author | Title |
| --------------- | ------------------------------------------------------------------------------------------------------------------------------ |
| 0xd3bs | [Verifiable Support Vector Machine](https://orion.gizatech.xyz/academy/tutorials/verifiable-support-vector-machine) |
| Bem Baraki | [Verifiable Linear Regression Model](https://orion.gizatech.xyz/academy/tutorials/verifiable-linear-regression-model-in-orion) |
| Raphael Doukhan | [Implement new operators in Orion](https://orion.gizatech.xyz/academy/tutorials/implement-new-operators-in-orion) |
| Raphael Doukhan | [MNIST Classification with Orion](https://orion.gizatech.xyz/academy/tutorials/mnist-classification-with-orion) |
| Author | Title |
| --------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------- |
| Bem Baraki | [Provable MLR: Forecasting AAVE's Lifetime Repayments](https://orion.gizatech.xyz/academy/tutorials/provable-mlr-forecasting-aaves-lifetime-repayments) |
| Dataonchain | [Verifiable Principal Components Analysis](https://orion.gizatech.xyz/academy/tutorials/verifiable-principal-components-analysis) |
| 0xd3bs | [Verifiable Support Vector Machine](https://orion.gizatech.xyz/academy/tutorials/verifiable-support-vector-machine) |
| Bem Baraki | [Verifiable Linear Regression Model](https://orion.gizatech.xyz/academy/tutorials/verifiable-linear-regression-model-in-orion) |
| Raphael Doukhan | [Implement new operators in Orion](https://orion.gizatech.xyz/academy/tutorials/implement-new-operators-in-orion) |
| Raphael Doukhan | [MNIST Classification with Orion](https://orion.gizatech.xyz/academy/tutorials/mnist-classification-with-orion) |

## Models

Discover ML models made by the community with Orion!

| Author | Title |
| --------------- | --------------------------------------------------------------------------------------------------------------------- |
| Raphael Doukhan | [Tic-Tac-Stark](https://github.com/gizatechxyz/Tic-Tac-Stark) |
| 0xd3bs | [SVM](https://github.com/gizatechxyz/orion_tutorials/blob/main/verifiable_support_vector_machine/notebooks/svm.ipynb) |
| Bowen | [Logistic Regression](https://github.com/bowenyou/cairo-logistic-regression) |
| Bem Baraki | [Linear Regression](https://github.com/BemTG/Verifiable-Linear-Regression-) |
| Raphael Doukhan | [MNIST MLP](https://github.com/gizatechxyz/orion_tutorials/blob/main/mnist_nn/QAT_MNIST_MLP.ipynb) |
| Author | Title |
| --------------- | --------------------------------------------------------------------------------------------------------------------------------------------------- |
| Storswift Labs | [Medical-ZKML](https://github.com/storswiftlabs/Medical-ZKML-Orion) |
| Bem Baraki | [Provable Multiple Linear Regression Solver](https://github.com/gizatechxyz/Orion-Hub/tree/main/finance/provable_multiple_linear_regression_solver) |
| Raphael Doukhan | [Tic-Tac-Stark](https://github.com/gizatechxyz/Tic-Tac-Stark) |
| 0xd3bs | [SVM](https://github.com/gizatechxyz/orion_tutorials/blob/main/verifiable_support_vector_machine/notebooks/svm.ipynb) |
| Bowen | [Logistic Regression](https://github.com/bowenyou/cairo-logistic-regression) |
| Bem Baraki | [Linear Regression](https://github.com/BemTG/Verifiable-Linear-Regression-) |
| Raphael Doukhan | [MNIST MLP](https://github.com/gizatechxyz/orion_tutorials/blob/main/mnist_nn/QAT_MNIST_MLP.ipynb) |

# Spaces

Discover amazing ML apps and POCs made by the community with Orion!

| Author | Title |
| --------------------------------- | ------------------------------------------------------------------------------------------- |
| ownerofjk, umburloko, coostendorp | [Tic Tac Toe in PixeLAW with ML Bot](https://github.com/OwnerOfJK/TicTacToeAgent/tree/main) |
| John William Q. Embate, Plutarch Romiel Degollacion| [ZKML Solar PV Positioning Optimizer Module](https://taikai.network/starkware/hackathons/starknet-infra-hackathon/projects/clpnv5gav00d6x401lol9jaf8/idea) |
| Author | Title |
| --------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------- |
| ownerofjk, umburloko, coostendorp | [Tic Tac Toe in PixeLAW with ML Bot](https://github.com/OwnerOfJK/TicTacToeAgent/tree/main) |
| John William Q. Embate, Plutarch Romiel Degollacion | [ZKML Solar PV Positioning Optimizer Module](https://taikai.network/starkware/hackathons/starknet-infra-hackathon/projects/clpnv5gav00d6x401lol9jaf8/idea) |
| Storswift Labs | [Medical-ZKML Backend](https://github.com/storswiftlabs/medical-validityML-backend) |

## Hackathon Projects

| Author | Event | Title | Prizes |
| --------------------------------- | -------------- | ------------------------------------------------------------------------------------------- | ------------------ |
| manuj-mishra | Lambda ZK week | [ZK Differential Privacy](https://github.com/manuj-mishra/zkdiffpriv) | 🏅 |
| codingnirvana | Lambda ZK week | [Cairo Convolution ](https://github.com/gizatechxyz/orion/pull/160) | |
| danilo, richie, falco | ETHGlobal | [Cairo Einsum](https://x.com/danilowhk2/status/1683138159985545216?s=20) | 🥇 (Starknet track) |
| 0xbyyou | ETHToronto | [Cairo Logistic Regression](https://x.com/gizatechxyz/status/1695016787698417770?s=20) | |
| ownerofjk, umburloko, coostendorp | ETHGlobal Ist. | [Tic Tac Toe in PixeLAW with ML Bot](https://github.com/OwnerOfJK/TicTacToeAgent/tree/main) | 🥇 (Starknet track) |
| John William Q. Embate, Plutarch Romiel Degollacion| STARKNET INFRA HACKATHON | [ZKML Solar PV Positioning Optimizer Module](https://taikai.network/starkware/hackathons/starknet-infra-hackathon/projects/clpnv5gav00d6x401lol9jaf8/idea) | |
| Author | Event | Title | Prizes |
| --------------------------------------------------- | ------------------------ | ---------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------ |
| manuj-mishra | Lambda ZK week | [ZK Differential Privacy](https://github.com/manuj-mishra/zkdiffpriv) | 🏅 |
| codingnirvana | Lambda ZK week | [Cairo Convolution ](https://github.com/gizatechxyz/orion/pull/160) | |
| danilo, richie, falco | ETHGlobal | [Cairo Einsum](https://x.com/danilowhk2/status/1683138159985545216?s=20) | 🥇 (Starknet track) |
| 0xbyyou | ETHToronto | [Cairo Logistic Regression](https://x.com/gizatechxyz/status/1695016787698417770?s=20) | |
| ownerofjk, umburloko, coostendorp | ETHGlobal Ist. | [Tic Tac Toe in PixeLAW with ML Bot](https://github.com/OwnerOfJK/TicTacToeAgent/tree/main) | 🥇 (Starknet track) |
| John William Q. Embate, Plutarch Romiel Degollacion | STARKNET INFRA HACKATHON | [ZKML Solar PV Positioning Optimizer Module](https://taikai.network/starkware/hackathons/starknet-infra-hackathon/projects/clpnv5gav00d6x401lol9jaf8/idea) | |

## Use Cases

| Author | Title | Description |
| ----------------------- | ---------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| StorSwift | Verifiable Medical Diagnosis | A verifiable medical diagnosis web3 app. The aim is to create a robust and reliable platform to empower individuals in their healthcare decision-making process |
| dblancove & dataonchain | Fraud Detection with Verifiable ML | A verifiable anomaly detection model in fraud detection and analysis of bank transaction alerts. |
| John William Q. Embate, Plutarch Romiel Degollacion|[ZKML Solar PV Positioning Optimizer Module](https://taikai.network/starkware/hackathons/starknet-infra-hackathon/projects/clpnv5gav00d6x401lol9jaf8/idea) | The ZKML-powered Solar PV Positioning Optimizer Module ensures efficient solar energy use through data-driven reporting and precise PV positioning in the pre-installation phase. |
| Zion | [Onairos](https://onairos.uk/) | Onairos is a groundbreaking platform that combines the power of AI, Data Privacy, and Blockchain to create digital personalities. These digital personalities represent individuals and help users interact with the online world while retaining control over their data |
| Author | Title | Description |
| --------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| StorSwift | [Verifiable Medical Diagnosis](https://balanced-pizza-fc8.notion.site/Medical-zkML-Checklist-66844a082d4e49ee94d4d7f960fd22e6) | A verifiable medical diagnosis web3 app. The aim is to create a robust and reliable platform to empower individuals in their healthcare decision-making process |
| dblancove & dataonchain | Fraud Detection with Verifiable ML | A verifiable anomaly detection model in fraud detection and analysis of bank transaction alerts. |
| John William Q. Embate, Plutarch Romiel Degollacion | [ZKML Solar PV Positioning Optimizer Module](https://taikai.network/starkware/hackathons/starknet-infra-hackathon/projects/clpnv5gav00d6x401lol9jaf8/idea) | The ZKML-powered Solar PV Positioning Optimizer Module ensures efficient solar energy use through data-driven reporting and precise PV positioning in the pre-installation phase. |

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