Alternatives

Causalml alternatives for AI agents.

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

Current skill

Causalml

Uplift modeling and causal inference with machine learning algorithms

100
Quality
90
Trust
5.9K
Stars
#1

Darts

Similarity 140Trust 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
#2

Cookiecutter Data Science

Similarity 140Trust 95Excellent 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
#3

Sonnet

Similarity 139Trust 92Excellent 100

TensorFlow-based neural network library

9.9K starsMay 6, 2026 pushml-automationPythonMachine Learning
$ npx skills add google-deepmind/sonnet
#4

Pyro

Similarity 131Trust 94Excellent 100

Deep universal probabilistic programming with Python and PyTorch

9.0K starsJun 5, 2026 pushml-automationPythonMachine Learning
$ npx skills add pyro-ppl/pyro
#5

Snorkel

Similarity 131Trust 94Excellent 100

A system for quickly generating training data with weak supervision

6.0K starsJun 8, 2026 pushml-automationPythonMachine Learning
$ npx skills add snorkel-team/snorkel
#6

River

Similarity 131Trust 94Excellent 100

🌊 Online machine learning in Python

5.8K starsJun 13, 2026 pushml-automationPythonMachine Learning
$ npx skills add online-ml/river
#7

Ignite

Similarity 131Trust 96Excellent 100

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

4.8K starsJun 11, 2026 pushml-automationPythonMachine Learning
$ npx skills add pytorch/ignite
#8

Speech To Speech

Similarity 130Trust 93Excellent 100

Build local voice agents with open-source models

4.9K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add huggingface/speech-to-speech
#9

Executorch

Similarity 130Trust 89Excellent 100

On-device AI across mobile, embedded and edge for PyTorch

4.7K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add pytorch/executorch
#10

Gorse

Similarity 126Trust 97Excellent 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
#11

Machinelearning

Similarity 126Trust 97Excellent 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
#12

Data Science Interviews

Similarity 126Trust 95Excellent 100

Data science interview questions and answers

10K starsJun 1, 2026 pushml-automationHTMLMachine Learning
$ npx skills add alexeygrigorev/data-science-interviews
#13

Tsai

Similarity 125Trust 97Excellent 100

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

6.1K starsJun 12, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add timeseriesAI/tsai
#14

Serving

Similarity 125Trust 94Excellent 100

A flexible, high-performance serving system for machine learning models

6.4K starsJun 15, 2026 pushml-automationC++Machine Learning
$ npx skills add tensorflow/serving
#15

Skorch

Similarity 125Trust 94Excellent 100

A scikit-learn compatible neural network library that wraps PyTorch

6.2K starsJun 15, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add skorch-dev/skorch
#16

Book4 Power Of Matrix

Similarity 125Trust 88Excellent 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

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 Causalml 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.