Obsei Alternatives

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...

Deliver safe & effective language models

LangTest is an open source Python library from John Snow Labs for testing language models and NLP models. It generates and runs test cases against a model and produces a report on how it performs. The library offers more than 60 test types covering robustness, bias, fairness, representation, accuracy, coverage and dat...

Build, run, and manage data pipelines for integrating and transforming data.

Mage AI is an AI data engineering platform for running production data pipelines. It describes itself as putting pipelines on autopilot: it checks data quality, diagnoses and recovers from failures, and optimizes performance as data grows. Users can describe what they need and have AI create a scheduled pipeline with ...

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...

AI Infra / AI Orchestration / AI Control Plane

Polyaxon is an open source control plane for running machine learning and AI workloads on Kubernetes. It schedules, tracks and governs training jobs, services, notebooks, agent sessions and sandboxes on the customer's own clusters, so data, models, logs and artifacts stay inside infrastructure the customer controls. I...

Postgres with GPUs for ML/AI apps.

PostgresML is a Postgres database with GPUs attached for machine learning and AI applications. It keeps vectors, models and application data in one place, so a team can create embeddings, index, filter and rank vectors, and run inference and grounded answers directly in SQL instead of operating a separate vector databa...