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  3. Enveda CASMI 2026 - Molecule ID From Mass Spectra
KaggleGeneral MLAdvancedRegistration open

Enveda CASMI 2026 - Molecule ID From Mass Spectra

A advanced general ml competition requiring roughly 25–70 hours for an end-to-end practice run.

Difficulty
Advanced
Estimated effort
25–70 hours
Registration deadline
Dec 7, 2026
Compute
CPU only
OverviewPreparationSource

Overview

Who this competition fits

Advanced practitioners with experience in general machine learning. Requires strong technical foundations and comfort with complex ML pipelines.

Read the original official blurb
Predict 2D chemical structures of small molecules detected in complex biological extracts

Preparation

From registration to a first submission

  1. 01

    Python

  2. 02

    scikit-learn or similar ML library

  3. 03

    data analysis with pandas

Before you commit: Requires solid machine learning fundamentals and good experimental methodology. The competitive landscape is strong, with many experienced teams.

Source

How this page was assembled

Competition information is structured from the official page. Scores are platform estimates for decision support; official rules take precedence.

Official competition page
Kaggle
Last checked
Sep 14, 2026

Entry assessment

est.
24

Prepare before joining

Overall fit estimate

Beginner fit24/100
Learning value67/100

Confirm eligibility and time commitment before moving into formal preparation.

Entry eligibility needs official confirmation

Open official pageSign in to saveOpen guide

Timeline

Registration opens
Sep 14, 2026
Registration deadline
Dec 7, 2026
Submission deadline
Dec 14, 2026
Competition ends
Dec 14, 2026

Data and review state

Separate what is confirmed from what still needs review. Official rules and deadlines win.

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Source page verifiedMetric confirmedReviewed
Source published
Sep 14, 2026
Source created
May 18, 2026
Published on this site
Sep 23, 2026