# Aporia Documentation ## V1 - [Welcome to Aporia!](https://docs.aporia.com/v1/welcome-to-aporia.md): Aporia is an ML observability platform that empowers ML teams to monitor and improve their models in production. - [Quickstart](https://docs.aporia.com/v1/introduction/quickstart.md) - [Support](https://docs.aporia.com/v1/introduction/support.md) - [Why Monitor ML Models?](https://docs.aporia.com/v1/core-concepts/why-monitor-ml-models.md) - [Understanding Data Drift](https://docs.aporia.com/v1/core-concepts/understanding-data-drift.md) - [Analyzing Performance](https://docs.aporia.com/v1/core-concepts/analyzing-performance.md) - [Tracking Data Segments](https://docs.aporia.com/v1/core-concepts/tracking-data-segments.md) - [Models & Versions](https://docs.aporia.com/v1/core-concepts/model-versions.md) - [Explainability](https://docs.aporia.com/v1/core-concepts/explainability.md) - [Overview](https://docs.aporia.com/v1/storing-your-predictions/overview.md) - [Real-time Models (Postgres)](https://docs.aporia.com/v1/storing-your-predictions/real-time-models-postgres.md) - [Real-time Models (Kafka)](https://docs.aporia.com/v1/storing-your-predictions/real-time-models-kafka.md) - [Batch Models](https://docs.aporia.com/v1/storing-your-predictions/batch-models.md) - [Kubeflow / KServe](https://docs.aporia.com/v1/storing-your-predictions/kserve.md) - [Logging to Aporia directly](https://docs.aporia.com/v1/storing-your-predictions/logging-to-aporia-directly.md) - [Regression](https://docs.aporia.com/v1/model-types/regression.md) - [Binary Classification](https://docs.aporia.com/v1/model-types/binary.md) - [Multiclass Classification](https://docs.aporia.com/v1/model-types/multiclass-classification.md) - [Multi-Label Classification](https://docs.aporia.com/v1/model-types/multi-label-classification.md) - [Ranking](https://docs.aporia.com/v1/model-types/ranking.md) - [Intro to NLP Monitoring](https://docs.aporia.com/v1/nlp/intro-to-nlp-monitoring.md): Whether it's text classification, information extraction, or question answering, use Aporia to monitor your Natural Language Processing models in production. - [Example: Text Classification](https://docs.aporia.com/v1/nlp/example-text-classification.md) - [Example: Token Classification](https://docs.aporia.com/v1/nlp/example-token-classification.md) - [Example: Question Answering](https://docs.aporia.com/v1/nlp/example-question-answering.md) - [Overview](https://docs.aporia.com/v1/data-sources/overview.md) - [Amazon S3](https://docs.aporia.com/v1/data-sources/s3.md) - [Athena](https://docs.aporia.com/v1/data-sources/athena.md) - [BigQuery](https://docs.aporia.com/v1/data-sources/bigquery.md) - [Delta Lake](https://docs.aporia.com/v1/data-sources/delta-lake.md) - [Glue Data Catalog](https://docs.aporia.com/v1/data-sources/glue-data-catalog.md) - [PostgreSQL](https://docs.aporia.com/v1/data-sources/postgresql.md) - [Redshift](https://docs.aporia.com/v1/data-sources/redshift.md) - [Snowflake](https://docs.aporia.com/v1/data-sources/snowflake.md) - [Overview](https://docs.aporia.com/v1/monitors/monitor-template.md) - [Data Drift](https://docs.aporia.com/v1/monitors/data-drift.md) - [Metric Change](https://docs.aporia.com/v1/monitors/metric-change.md) - [Missing Values](https://docs.aporia.com/v1/monitors/missing-values.md) - [Model Activity](https://docs.aporia.com/v1/monitors/model-activity.md) - [Model Staleness](https://docs.aporia.com/v1/monitors/model-staleness.md) - [New Values](https://docs.aporia.com/v1/monitors/new-values.md) - [Performance Degradation](https://docs.aporia.com/v1/monitors/performance-degradation.md) - [Prediction Drift](https://docs.aporia.com/v1/monitors/prediction-drift.md) - [Value Range](https://docs.aporia.com/v1/monitors/value-range.md) - [Custom Metric](https://docs.aporia.com/v1/monitors/custom-metrics.md) - [Slack](https://docs.aporia.com/v1/integrations/slack-integration.md) - [JIRA](https://docs.aporia.com/v1/integrations/jira.md) - [New Relic](https://docs.aporia.com/v1/integrations/new-relic.md) - [Single Sign On (SAML)](https://docs.aporia.com/v1/integrations/sso-saml-integration.md) - [Webhook](https://docs.aporia.com/v1/integrations/webhook.md) - [Bodywork](https://docs.aporia.com/v1/integrations/bodywork.md) - [Custom Metric Definition Language](https://docs.aporia.com/v1/api-reference/custom-metric-definition-language.md) - [REST API](https://docs.aporia.com/v1/api-reference/rest-api.md) - [Metrics Glossary](https://docs.aporia.com/v1/api-reference/metrics-glossary.md) ## V2 - [Aporia Docs](https://docs.aporia.com/aporia-docs.md): Aporia is an ML observability platform that empowers ML teams to monitor and improve their models in production. - [Quickstart](https://docs.aporia.com/introduction/quickstart.md) - [Support](https://docs.aporia.com/introduction/support.md) - [Why Monitor ML Models?](https://docs.aporia.com/core-concepts/why-monitor-ml-models.md) - [Understanding Data Drift](https://docs.aporia.com/core-concepts/understanding-data-drift.md) - [Analyzing Performance](https://docs.aporia.com/core-concepts/analyzing-performance.md) - [Tracking Data Segments](https://docs.aporia.com/core-concepts/tracking-data-segments.md) - [Models & Versions](https://docs.aporia.com/core-concepts/model-versions.md) - [Overview](https://docs.aporia.com/storing-your-predictions/overview.md) - [Real-time Models (Postgres)](https://docs.aporia.com/storing-your-predictions/real-time-models-postgres.md) - [Real-time Models (Kafka)](https://docs.aporia.com/storing-your-predictions/real-time-models-kafka.md) - [Batch Models](https://docs.aporia.com/storing-your-predictions/batch-models.md) - [Kubeflow / KServe](https://docs.aporia.com/storing-your-predictions/kserve.md) - [Regression](https://docs.aporia.com/model-types/regression.md) - [Binary Classification](https://docs.aporia.com/model-types/binary.md) - [Multiclass Classification](https://docs.aporia.com/model-types/multiclass-classification.md) - [Multi-Label Classification](https://docs.aporia.com/model-types/multi-label-classification.md) - [Ranking](https://docs.aporia.com/model-types/ranking.md) - [SHAP values](https://docs.aporia.com/explainability/shap-values.md) - [Intro to NLP Monitoring](https://docs.aporia.com/nlp/intro-to-nlp-monitoring.md): Whether it's text classification, information extraction, or question answering, use Aporia to monitor your Natural Language Processing models in production. - [Example: Text Classification](https://docs.aporia.com/nlp/example-text-classification.md) - [Example: Token Classification](https://docs.aporia.com/nlp/example-token-classification.md) - [Example: Question Answering](https://docs.aporia.com/nlp/example-question-answering.md) - [Overview](https://docs.aporia.com/data-sources/overview.md) - [Amazon S3](https://docs.aporia.com/data-sources/s3.md) - [Athena](https://docs.aporia.com/data-sources/athena.md) - [BigQuery](https://docs.aporia.com/data-sources/big-query.md) - [Databricks](https://docs.aporia.com/data-sources/delta-lake.md) - [Glue Data Catalog](https://docs.aporia.com/data-sources/glue-data-catalog.md) - [Google Cloud Storage](https://docs.aporia.com/data-sources/google-cloud-storage.md) - [PostgreSQL](https://docs.aporia.com/data-sources/postgresql.md) - [Redshift](https://docs.aporia.com/data-sources/redshift.md) - [Snowflake](https://docs.aporia.com/data-sources/snowflake.md) - [Microsoft SQL Server](https://docs.aporia.com/data-sources/mssql.md) - [Oracle](https://docs.aporia.com/data-sources/oracle.md) - [Overview](https://docs.aporia.com/monitors-and-alerts/monitor-overview.md) - [Data Drift](https://docs.aporia.com/monitors-and-alerts/data-drift.md) - [Metric Change](https://docs.aporia.com/monitors-and-alerts/metric-change.md) - [Missing Values](https://docs.aporia.com/monitors-and-alerts/missing-values.md) - [Model Activity](https://docs.aporia.com/monitors-and-alerts/model-activity.md) - [Model Staleness](https://docs.aporia.com/monitors-and-alerts/model-staleness.md) - [Performance Degradation](https://docs.aporia.com/monitors-and-alerts/performance-degradation.md) - [Prediction Drift](https://docs.aporia.com/monitors-and-alerts/prediction-drift.md) - [Value Range](https://docs.aporia.com/monitors-and-alerts/value-range.md) - [Custom Metric](https://docs.aporia.com/monitors-and-alerts/custom-metrics.md) - [New Values](https://docs.aporia.com/monitors-and-alerts/new-values.md) - [Alerts Consolidation](https://docs.aporia.com/monitors-and-alerts/alerts-consolidation.md) - [Overview](https://docs.aporia.com/dashboards/overview.md) - [Getting started](https://docs.aporia.com/ml-monitoring-as-code/getting-started.md) - [Adding new models](https://docs.aporia.com/ml-monitoring-as-code/adding-new-models.md) - [Data Segments](https://docs.aporia.com/ml-monitoring-as-code/data-segments.md) - [Custom metrics](https://docs.aporia.com/ml-monitoring-as-code/custom-metrics.md) - [Querying metrics](https://docs.aporia.com/ml-monitoring-as-code/querying-metrics.md) - [Monitors](https://docs.aporia.com/ml-monitoring-as-code/monitors.md) - [Dashboards](https://docs.aporia.com/ml-monitoring-as-code/dashboards.md) - [Slack](https://docs.aporia.com/integrations/slack-integration.md) - [Webhook](https://docs.aporia.com/integrations/webhook.md) - [Teams](https://docs.aporia.com/integrations/teams.md) - [Single Sign On (SAML)](https://docs.aporia.com/integrations/sso-saml-integration.md) - [Cisco](https://docs.aporia.com/integrations/cisco.md) - [Role Based Access Control (RBAC)](https://docs.aporia.com/administration/rbac.md) - [API Extended Reference](https://docs.aporia.com/api-reference/api-extended-reference.md) - [Custom Segment Syntax](https://docs.aporia.com/api-reference/custom-segment-syntax.md) - [Custom Metric Syntax](https://docs.aporia.com/api-reference/custom-metric-syntax.md) - [Code-Based Metrics](https://docs.aporia.com/api-reference/code-based-metrics.md) - [Metrics Glossary](https://docs.aporia.com/api-reference/metrics-glossary.md) - [Release Notes 2024](https://docs.aporia.com/release-notes/release-notes-2024.md) - [Release Notes 2023](https://docs.aporia.com/release-notes/release-notes-2023.md)