#1
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-scienceAlternatives
Snorkel alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Snorkel
A system for quickly generating training data with weak supervision
100
Quality
94
Trust
6.0K
Stars
#2
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
A unified framework for machine learning with time series
9.8K starsJun 11, 2026 pushml-automationPythonMachine Learning
$ npx skills add sktime/sktime#4
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
6.2K starsJun 14, 2026 pushml-automationPythonMachine Learning
$ npx skills add aimhubio/aim#5
🌊 Online machine learning in Python
5.8K starsJun 13, 2026 pushml-automationPythonMachine Learning
$ npx skills add online-ml/river#6
Time series forecasting with PyTorch
4.9K starsJun 10, 2026 pushml-automationPythonMachine Learning
$ npx skills add sktime/pytorch-forecasting#7
Build local voice agents with open-source models
4.9K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add huggingface/speech-to-speech#8
🏅 Collection of Kaggle Solutions and Ideas 🏅
6.4K starsJun 6, 2026 pushml-automationAstroMachine Learning
$ npx skills add faridrashidi/kaggle-solutions#9
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#10
Deep universal probabilistic programming with Python and PyTorch
9.0K starsJun 5, 2026 pushml-automationPythonMachine Learning
$ npx skills add pyro-ppl/pyro#11
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#12
TensorFlow-based neural network library
9.9K starsMay 6, 2026 pushml-automationPythonMachine Learning
$ npx skills add google-deepmind/sonnet#13
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#14
Lightning ⚡️ fast forecasting with statistical and econometric models.
4.8K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add Nixtla/statsforecast#15
Uplift modeling and causal inference with machine learning algorithms
5.9K starsJun 8, 2026 pushml-automationPythonMachine Learning
$ npx skills add uber/causalml#16
On-device AI across mobile, embedded and edge for PyTorch
4.7K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add pytorch/executorchHow 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 Snorkel 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.