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Data & Analytics · By probabl-ai

17 skills found.
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Skills

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1
1.Add Python Package

Add a Python dependency through the project env manager, or ask the user to install it when env.managed is false.

probabl-ai/skills138—~1.9kAutomated safety check: PassBSD-3-Clausetoday
2
2.Build ML Pipeline

Declare the pipeline from data source to predictor as a skrub DataOps graph.

probabl-ai/skills138—~4.4kAutomated safety check: PassBSD-3-Clausetoday
3
3.Setup Workspace

Detect an existing ML workspace or scaffold a fresh one via python -m skoreskills scaffold --package <pkg.

probabl-ai/skills138—~2kAutomated safety check: PassBSD-3-Clausetoday
4
4.Audit ML Pipeline

Read-only audit of one persisted skore report: audit/NN<stem.py (jupytext percent), 1:1 with experiments/ and journal/.

probabl-ai/skills138—~9.6kAutomated safety check: PassBSD-3-Clausetoday
5
5.Explore ML Data

Owns data understanding before any model is designed. An agent skill from probabl-ai/skills.

probabl-ai/skills138—~6.4kAutomated safety check: PassBSD-3-Clausetoday
6
6.Export ML Notebook

Write a jupytext percent %% Python file out as an .ipynb. An agent skill from probabl-ai/skills.

probabl-ai/skills138—~1.7kAutomated safety check: PassBSD-3-Clausetoday
7
7.Frame ML Problem

Record the problem, the deployment setting, the comparison metric, the baseline, and the fold count in the journal before model code.

probabl-ai/skills138—~2.5kAutomated safety check: PassBSD-3-Clausetoday
8
8.Plot ML Figure

Pick how to write a figure before custom plot code. An agent skill from probabl-ai/skills.

probabl-ai/skills138—~796Automated safety check: PassBSD-3-Clausetoday
9
9.Research ML Practice

Literature and web research for an ML methodology concern (EDA extra measurements, leakage, transforms, feature engineering, learner family), or an EDA extra-analysis survey from JOURNAL plus…

probabl-ai/skills138—~1.2kAutomated safety check: PassBSD-3-Clausetoday
10
10.Choose Python Library

Resolve a genuine choice between Python libraries for one job, then ask add-python-package to add the chosen dependency.

probabl-ai/skills138—~521Automated safety check: PassBSD-3-Clausetoday
11
11.Export ML Site

Package JOURNAL, exploratory data analysis markdown, and design notes into an offline MkDocs site opened via report.html at the workspace root.

probabl-ai/skills138—~1.6kAutomated safety check: PassBSD-3-Clausetoday
12
12.Manage ML Backlog

Canonical backlog loop step. An agent skill from probabl-ai/skills.

probabl-ai/skills138—~3.5kAutomated safety check: PassBSD-3-Clausetoday
13
13.Review ML Choices

Show the project choices already stored in status and let the user change one by re-entering the skill that owns it.

probabl-ai/skills138—~845Automated safety check: PassBSD-3-Clausetoday
14
14.Review ML Experiment

Post-evaluate review. An agent skill from probabl-ai/skills.

probabl-ai/skills138—~933Automated safety check: PassBSD-3-Clausetoday
15
15.Search ML Literature

Search scientific and technical sources for a query and, after the user picks and confirms one direction, write one idea file and its Ideas row.

probabl-ai/skills138—~880Automated safety check: PassBSD-3-Clausetoday
16
16.Shape User Idea

Shape an idea the user already has, or answer a project question, and write one idea file and its Ideas row after they confirm.

probabl-ai/skills138—~991Automated safety check: PassBSD-3-Clausetoday
17
17.Triage ML Task

Session owner: list installed entry skills and ask which to run.

probabl-ai/skills138—~2.2kAutomated safety check: PassBSD-3-Clausetoday

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