Who is masterytrace-cli for?

masterytrace-cli is an open-source project built for learning analytics researchers.

Is masterytrace-cli free?

Yes — masterytrace-cli is open source under the MIT license and free to use.

What platforms does masterytrace-cli run on?

masterytrace-cli runs on the command line and API.

Is masterytrace-cli still maintained?

Unverified. masterytrace-cli has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.

What are alternatives to masterytrace-cli?

Similar projects tracked by PulseGate include isaac-acp, applyr, and cosmo-cli.

Who develops masterytrace-cli?

masterytrace-cli is developed by Rudrendu Paul.

How long has masterytrace-cli been around?

masterytrace-cli first shipped in 2026.

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masterytrace-cli

Name: masterytrace-cli
Author: Rudrendu Paul

PyPIInfrastructure

masterytrace-cli is an open-source CLI and API tool for learning analytics researchers. It fits Bayesian Knowledge Tracing and Item Response Theory models to learner response logs, providing per-learner, per-skill mastery estimates for educational assessment and analytics.

Open SourceMITCLIAPI

Visit PyPI

Overview

5 features

masterytrace-cli sits in PulseGate's CLI tools & terminal category. It focuses on automating mastery estimation for learners using advanced psychometric models on response data. masterytrace-cli is an open-source project aimed at learning analytics researchers. The project is open source (MIT). It ships for the command line and API.

Behind masterytrace-cli is Rudrendu Paul, and it first shipped in 2026. Among its 5 catalogued features are Bayesian Knowledge Tracing, Item Response Theory, and learner analytics.

Summary written by a language model from the project’s public pages.

Bayesian Knowledge Tracing
Item Response Theory
Learner analytics
Mastery estimation
API access

Built with & integrations

Runs on

CLIAPI-only

Trust & compliance

License

MIT

Verified signals

HTTPSOpen SourceFree tierGitHub

Indexing history

What PulseGate has recorded for this listing

Indexed18 Jul · 18:05 UTC
masterytrace-cli verified against its public source
Source: PulseGate · Open

Frequently asked questions about masterytrace-cli

What is masterytrace-cli?: Masterytrace-cli focuses on automating mastery estimation for learners using advanced psychometric models on response data. It is catalogued under CLI tools & terminal on PulseGate.
Who is masterytrace-cli for?: masterytrace-cli is an open-source project built for learning analytics researchers.
Is masterytrace-cli free?: Yes — masterytrace-cli is open source under the MIT license and free to use.
What platforms does masterytrace-cli run on?: masterytrace-cli runs on the command line and API.
Is masterytrace-cli still maintained?: Unverified. masterytrace-cli has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
What are alternatives to masterytrace-cli?: Similar projects tracked by PulseGate include isaac-acp, applyr, and cosmo-cli.isaac-acp applyr cosmo-cli
Who develops masterytrace-cli?: masterytrace-cli is developed by Rudrendu Paul.
How long has masterytrace-cli been around?: masterytrace-cli first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes (GitHub)
License: MIT
First seen: 18 Jul 2026
Built for: learning analytics researchers
Model: Open source
Solves: Automating mastery estimation for learners using advanced psychometric models on response data.

Registered as

GitHub: RudrenduPaul/MasteryTrace
PyPI: masterytrace-cli

Developer

Rudrendu Paul

GitHub

Open source

View on GitHub

Live coverage

Identity confidence: Low · 64
Indexed: 18 Jul 2026
Lifecycle: Unverified
First seen: Jul 2026
Last seen: 18 Jul 2026

Identity audit (12)

Slug: masterytrace-cli-pypi-org
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 18 Jul 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Name from: Written by a language model from the project's public pages.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Last updated: 4 Aug 2026
Canonical URL: https://pypi.org/project/masterytrace-cli

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