Alternatives

Data Science Interviews alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Data Science Interviews

Data science interview questions and answers

100
Quality
100
Trust
10K
Stars
#1

Cookiecutter Data Science

Similarity 135Trust 100Excellent 100

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

9.9K starsApr 9, 2026 pushml-automationPythonMachine Learning
$ npx skills add drivendataorg/cookiecutter-data-science
#2

Darts

Similarity 135Trust 100Excellent 100

A python library for user-friendly forecasting and anomaly detection on time series.

9.4K starsJun 6, 2026 pushml-automationPythonMachine Learning
$ npx skills add unit8co/darts
#3

Flux.Jl

Similarity 133Trust 100Excellent 100

Relax! Flux is the ML library that doesn't make you tensor

4.7K starsJun 8, 2026 pushml-automationJuliaMachine Learning
$ npx skills add FluxML/Flux.jl
#4

Book4 Power Of Matrix

Similarity 127Trust 100Excellent 100

Book_4_《矩阵力量》 | 鸢尾花书:从加减乘除到机器学习;上架!

9.9K starsMay 1, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add Visualize-ML/Book4_Power-of-Matrix
#5

Sonnet

Similarity 127Trust 100Excellent 100

TensorFlow-based neural network library

9.9K starsMay 6, 2026 pushml-automationPythonMachine Learning
$ npx skills add google-deepmind/sonnet
#6

Pyod

Similarity 127Trust 100Excellent 100

A Python library for anomaly detection across tabular, time series, graph, text, and image data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.

9.9K starsJun 5, 2026 pushml-automationPythonMachine Learning
$ npx skills add yzhao062/pyod
#7

Pycaret

Similarity 127Trust 100Excellent 100

Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

9.8K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add pycaret/pycaret
#8

Sktime

Similarity 127Trust 100Excellent 100

A unified framework for machine learning with time series

9.8K starsJun 11, 2026 pushml-automationPythonMachine Learning
$ npx skills add sktime/sktime
#9

Gorse

Similarity 127Trust 100Excellent 100

AI powered open source recommender system engine supports classical/LLM rankers and multimodal content via embedding

9.7K starsJun 12, 2026 pushml-automationGoMachine Learning
$ npx skills add gorse-io/gorse
#10

Machinelearning

Similarity 127Trust 100Excellent 100

ML.NET is an open source and cross-platform machine learning framework for .NET.

9.3K starsJun 12, 2026 pushml-automationC#Machine Learning
$ npx skills add dotnet/machinelearning
#11

Catboost

Similarity 126Trust 100Excellent 100

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

9.0K starsJun 12, 2026 pushml-automationC++Machine Learning
$ npx skills add catboost/catboost
#12

Kaggle Solutions

Similarity 126Trust 100Excellent 100

🏅 Collection of Kaggle Solutions and Ideas 🏅

6.4K starsJun 6, 2026 pushml-automationAstroMachine Learning
$ npx skills add faridrashidi/kaggle-solutions
#13

Smile

Similarity 126Trust 100Excellent 100

Statistical Machine Intelligence & Learning Engine

6.4K starsJun 12, 2026 pushml-automationJavaMachine Learning
$ npx skills add haifengl/smile
#14

Skorch

Similarity 126Trust 100Excellent 100

A scikit-learn compatible neural network library that wraps PyTorch

6.2K starsMay 29, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add skorch-dev/skorch
#15

Pytorch Forecasting

Similarity 125Trust 100Excellent 100

Time series forecasting with PyTorch

4.9K starsJun 10, 2026 pushml-automationPythonMachine Learning
$ npx skills add sktime/pytorch-forecasting
#16

Statsforecast

Similarity 125Trust 100Excellent 100

Lightning ⚡️ fast forecasting with statistical and econometric models.

4.8K starsJun 9, 2026 pushml-automationPythonMachine Learning
$ npx skills add Nixtla/statsforecast

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Data Science Interviews if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.