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