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Sktime: A unified framework for machine learning with time series. It is listed under Data & Analytics on AI Registry as a free tool.
The tools below are approved listings in the same category, ordered by how closely their tags match Sktime. This is an automatic list. We have not written a researched verdict for Sktime yet, so treat it as a shortlist and check each vendor's pricing page before switching.
Built from each tool's listing. Vendors can update their own listing after claiming it.
A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data.
PyOD is an open source Python library for anomaly and outlier detection, positioned by its maintainers as the hub library and API standard for the field. It offers more than 60 detection algorithms behind one interface and covers five data types: tabular, time series, graph, text and image data. The project also includ...
Interpretable ML package for concise, transparent, and accurate predictive modeling (sklearn-compatible).
imodels is an open source Python package for concise, transparent and accurate predictive modeling. It gives data scientists a scikit learn compatible interface to interpretable models, so a classifier or regressor can be imported, fitted and used with the familiar fit and predict methods. The aim is to replace black b...
TimeGPT-2.1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection.
Nixtla is the company behind TimeGPT, a foundation model for time series forecasting and anomaly detection. Rather than training a separate model for each dataset, users send their historical data to a pretrained model and receive forecasts or flags for unusual points. The documentation describes it as the first founda...
The backend agents build with - Multimodal database, orchestration, and serving in one file
Pixeltable is a unified multimodal backend that combines a database, orchestration and serving in a single Python file. It is designed for applications that process images, video, audio and documents alongside ordinary columns, and for the agents and AI pipelines built on top of that data. A developer declares tables ...
The AI developer platform.
Weights & Biases is an AI developer platform for tracking machine learning experiments and for building and monitoring LLM applications and agents. Its Weave product adds tracing to generative AI code: a developer initializes the library and decorates functions so that LLM calls, document retrieval and agent steps are ...
Chat with your data - with memory, rules, and observability built in.
Bag of words is an open source AI analyst that connects a language model of your choice to the data your company already stores, then answers questions and builds reports from it. Rather than a chat box bolted onto a warehouse, it combines structured planning, observations and explicit logic so an analysis can be trace...