Cleora
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About
Cleora is a general-purpose open-source model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data. It's designed for embedding entities that interact, co-occur, or are present together in a context. Cleora 2.0.0 offers Python native integration, performance optimizations (10x faster embedding times, reduced memory usage), and new features like graph creation from Python iterators, NumPy integration, item attribute support, and adjustable vector projection. Cleora achieves high accuracy and speed by avoiding negative sampling and using efficient matrix multiplication for random walks in a hypergraph. It's been used in various challenges and outperforms other embedding frameworks in terms of speed and accuracy.
Platform
Features
• community support
• protected branches
• access to github codespaces
• issues & projects
• packages storage
• ci/cd minutes
• automatic security and version updates
• unlimited public/private repositories
FAQs
What are the differences between GitHub Free, GitHub Pro, GitHub Team, and GitHub Enterprise plans?
GitHub Free is our basic plan for individuals and small teams to collaborate on private and public repositories. GitHub Pro offers additional usage limits and functionality for advanced collaboration in individual user accounts. GitHub Team offers additional functionality for advanced collaboration across repositories for growing teams. GitHub Enterprise adds additional security for accessing your organization and the option to purchase GitHub Advanced Security.
How do I view and manage my subscription?
You can view your account's subscription, your other paid features and products, and your next billing date in your account's billing settings.
How can I change my GitHub subscription?
You can upgrade or downgrade your subscription, add and remove seats, or change the billing cadence on https://github.com/settings/billing.
What payment methods are accepted?
You can pay for GitHub Pro, Team, and Enterprise with a credit card, debit card, or with a PayPal account. We also support invoice payments and payment via an Azure Subscription ID for the Enterprise plan.
What happens if payment fails?
After an initial failed payment, we apply a 14 day grace period on your account and attempt to process a payment each week. After three failed payments, paid features are locked.
How can I unlock my account after several failed transactions?
You can unlock the paid features on your account and trigger a new payment attempt by updating the payment method on your account.
How can I get subscription payment receipts?
You can access your payment history in the billing settings.
How do I add extra information to my payment receipts like business name, address and/or VAT ID?
If your company, country, or accountant requires your receipts to provide more detail, you can add extra information by following these steps.
Which plans include access to GitHub Actions and Packages?
GitHub Actions and Packages are free for public repositories and packages on all our current per-user plans, while private repositories and packages receive a set amount of free minutes, storage, and data transfer depending on the per-user plan. Legacy per-repository plans (Bronze, Silver, Gold etc) do not come with access to GitHub Actions and Packages but they can be upgraded to a current per-user plan.
How do I manage my spending for Actions and Packages?
You can manage your spending for Actions and Packages in your billing settings page under the payment information tab.
How do I estimate my spending limits?
To make estimations for your project, please visit our pricing calculator page.
How do I view how much GitHub Actions & Packages I’ve used?
You can download a usage report by following this guide.
How do I clear GitHub Actions & Packages shared storage?
You can use this API to list the artifacts in the repository. You can then simply delete artifacts by referencing this guide. You can also set a custom retention period to something other than the default 90 days, by referencing this guide.
How long do I have to wait for changes to my shared storage to be reflected?
Storage usage data synchronizes every hour.
How do I add Git LFS data packs?
To add Git Large File Storage data packs please follow this guide.
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