Alternatives

Cracking The Data Science Interview alternatives for AI agents.

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

Current skill

Cracking The Data Science Interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

72
Quality
83
Trust
4.7K
Stars
#1

H2o 3

Similarity 140Trust 97Excellent 100

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

7.5K starsJun 16, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add h2oai/h2o-3
#2

FLAML

Similarity 138Trust 95Excellent 100

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

4.4K starsJun 15, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add microsoft/FLAML
#3

Probability

Similarity 138Trust 92Excellent 100

Probabilistic reasoning and statistical analysis in TensorFlow

4.4K starsMay 12, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add tensorflow/probability
#4

Tensorwatch

Similarity 138Trust 93Excellent 100

Debugging, monitoring and visualization for Python Machine Learning and Data Science

3.5K starsMar 30, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add microsoft/tensorwatch
#5

Ray

Similarity 136Trust 98Excellent 100

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

43K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add ray-project/ray
#6

Pytorch Lightning

Similarity 136Trust 98Excellent 100

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

31K starsJun 10, 2026 pushml-automationPythonMachine Learning
$ npx skills add Lightning-AI/pytorch-lightning
#7

Keras

Similarity 136Trust 96Excellent 100

Deep Learning for humans

64K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add keras-team/keras
#8

SpaCy

Similarity 136Trust 95Excellent 100

💫 Industrial-strength Natural Language Processing (NLP) in Python

34K starsMay 19, 2026 pushml-automationPythonMachine Learning
$ npx skills add explosion/spaCy
#9

Fastbook

Similarity 136Trust 84Strong 81

The fastai book, published as Jupyter Notebooks

25K starsAug 16, 2024 pushml-automationJupyter NotebookMachine Learning
$ npx skills add fastai/fastbook
#10

Mit Deep Learning

Similarity 135Trust 85Strong 82

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

10K starsJan 3, 2024 pushml-automationJupyter NotebookMachine Learning
$ npx skills add lexfridman/mit-deep-learning
#11

Ludwig

Similarity 135Trust 98Excellent 100

Low-code framework for building custom LLMs, neural networks, and other AI models

12K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add ludwig-ai/ludwig
#12

Wandb

Similarity 134Trust 97Excellent 100

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

11K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add wandb/wandb
#13

Pyod

Similarity 134Trust 97Excellent 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
#14

Darts

Similarity 134Trust 97Excellent 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
#15

ML For Beginners

Similarity 134Trust 96Excellent 100

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

87K starsJun 9, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add microsoft/ML-For-Beginners
#16

AI For Beginners

Similarity 134Trust 96Excellent 100

12 Weeks, 24 Lessons, AI for All!

48K starsJun 11, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add microsoft/AI-For-Beginners

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 Cracking The Data Science Interview if it already passes your workflow test and repository review.

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