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KaggleTabularResearchRegistration closed

Open Problems – Single-Cell Perturbations

A research tabular competition requiring roughly 40–120 hours for an end-to-end practice run.

Difficulty
Research
Estimated effort
40–120 hours
Registration deadline
Nov 23, 2023
Compute
CPU only
OverviewPreparationSource

Overview

Who this competition fits

Researchers and advanced practitioners working in tabular data and feature engineering. Requires specialized domain knowledge and significant technical depth.

Read the original official blurb
Predict how small molecules change gene expression in different cell types

Preparation

From registration to a first submission

  1. 01

    Python

  2. 02

    pandas and data manipulation

  3. 03

    gradient boosting (XGBoost/LightGBM)

  4. 04

    cross-validation

Before you commit: Requires solid feature engineering and model selection skills. 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 12, 2023

Entry assessment

est.
5

Prepare before joining

Overall fit estimate

Beginner fit5/100
Learning value74/100

Confirm eligibility and time commitment before moving into formal preparation.

18+ · Location rules

Open official pageSign in to saveOpen guide

Timeline

Registration opens
Sep 12, 2023
Registration deadline
Nov 23, 2023
Submission deadline
Nov 30, 2023
Competition ends
Nov 30, 2023

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 12, 2023
Source created
Aug 14, 2023
Published on this site
Mar 14, 2026