Clustering methods in MeTTa

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Expert Rating 2.0
AIAgentBrown
Project Owner

Clustering methods in MeTTa

Expert Rating

2.0

Overview

4 clustering methods with 3 metric evaluations in MeTTa

RFP Guidelines

Implement clustering heuristics in MeTTa

Complete & Awarded
  • Type SingularityNET RFP
  • Total RFP Funding $40,000 USD
  • Proposals 6
  • Awarded Projects 1
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SingularityNET
Aug. 12, 2024

The goal is to implement clustering algorithms in MeTTa and demonstrate interesting functionality on simple but meaningful test problems. This serves as a working prototype providing guidance for development of scalable tooling providing similar functionality, suitable for serving as part of a Hyperon-based AGI system following the PRIMUS cognitive architecture.

Proposal Description

Project details

We are a Data Science students. We know background behind all the methods - that's not difficult. We started to look into MeTTa how to create same logic. We'll finish kmeans implementation by end of RFP submission. The hard part for us is to implement the visualizations - this is why we reduce our proposal.

Open Source Licensing

Apache License

all open source ith project in github

Proposal Video

Not Avaliable Yet

Check back later during the Feedback & Selection period for the RFP that is proposal is applied to.

  • Total Milestones

    5

  • Total Budget

    $10,000 USD

  • Last Updated

    17 Nov 2024

Milestone 1 - Evaluation methods

Description

Rand Index Mutual Information Purity/Homogeneity Measure

Deliverables

Rand Index Mutual Information Purity/Homogeneity Measure

Budget

$3,000 USD

Milestone 2 - Kmeans

Description

kmeans implementation in metta

Deliverables

kmeans implementation in metta

Budget

$1,000 USD

Milestone 3 - Hierarchical Clustering

Description

hierarchical clustering in metta

Deliverables

hierarchical clustering in metta

Budget

$2,000 USD

Milestone 4 - Spectral Clustering

Description

spectral clustering in metta

Deliverables

spectral clustering in metta

Budget

$2,000 USD

Milestone 5 - Gaussian Mixture Model (GMM)

Description

gmm clustering in metta

Deliverables

gmm clustering in metta

Budget

$2,000 USD

Join the Discussion (0)

Expert Ratings

Reviews & Ratings

Group Expert Rating (Final)

Overall

2.0

  • Compliance with RFP requirements 3.0
  • Solution details and team expertise 3.0
  • Value for money 1.7
  • Expert Review 1

    Overall

    1.0

    • Compliance with RFP requirements 1.0
    • Solution details and team expertise 1.0
    • Value for money 0.0
    An one-paragraph proposal

  • Expert Review 2

    Overall

    3.0

    • Compliance with RFP requirements 5.0
    • Solution details and team expertise 3.0
    • Value for money 0.0
    the proposal is overly skeletal so it's hard to validate that the proposers really grok the material, though it's simple so most likely they do...

  • Expert Review 3

    Overall

    2.0

    • Compliance with RFP requirements 3.0
    • Solution details and team expertise 1.0
    • Value for money 0.0

    The team acknowledges that they are data science students and adjusted their proposal accordingly. On one hand their proposal is not the strongest for this RFP. OTOH it could be good to engage students in learning and using MeTTa at an early stage.

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