# Avalanche

## Avalanche - latest

- [Avalanche: an End-to-End Library for Continual Learning](https://avalanche.continualai.org/avalanche/readme.md): Powered by ContinualAI
- [Introduction](https://avalanche.continualai.org/avalanche/getting-started/why-avalanche.md): A Brief Introduction to Avalanche
- [Current Release](https://avalanche.continualai.org/avalanche/getting-started/alpha-version.md): Avalnche Features: Benchmarks, Strategies & Metrics
- [How to Install](https://avalanche.continualai.org/avalanche/getting-started/how-to-install.md): Installing Avalanche has Never Been so Simple
- [Learn Avalanche in 5 Minutes](https://avalanche.continualai.org/avalanche/getting-started/learn-avalanche-in-5-minutes.md)
- [Introduction](https://avalanche.continualai.org/avalanche/from-zero-to-hero-tutorial/01_introduction.md): Understand the Avalanche Package Structure
- [Models](https://avalanche.continualai.org/avalanche/from-zero-to-hero-tutorial/02_models.md): First things first: let's start with a good model!
- [Benchmarks](https://avalanche.continualai.org/avalanche/from-zero-to-hero-tutorial/03_benchmarks.md): Create your Continual Learning Benchmark and Start Prototyping
- [Training](https://avalanche.continualai.org/avalanche/from-zero-to-hero-tutorial/04_training.md): Continual Learning Algorithms Prototyping Made Easy
- [Evaluation](https://avalanche.continualai.org/avalanche/from-zero-to-hero-tutorial/05_evaluation.md): Automatic Evaluation with Pre-implemented Metrics
- [Loggers](https://avalanche.continualai.org/avalanche/from-zero-to-hero-tutorial/06_loggers.md): Logging... logging everywhere! 🔮
- [Putting All Together](https://avalanche.continualai.org/avalanche/from-zero-to-hero-tutorial/07_putting-all-together.md): Design Your Continual Learning Experiments
- [Extending Avalanche](https://avalanche.continualai.org/avalanche/from-zero-to-hero-tutorial/08_extending-avalanche.md): Make it Custom, Make it Yours
- [Contribute to Avalanche](https://avalanche.continualai.org/avalanche/from-zero-to-hero-tutorial/09_contribute-to-avalanche.md)
- [AvalancheDataset](https://avalanche.continualai.org/avalanche/how-tos/avalanchedataset.md): Dealing with AvalancheDatasets
- [avalanche-datasets](https://avalanche.continualai.org/avalanche/how-tos/avalanchedataset/avalanche-datasets.md): Converting PyTorch Datasets to Avalanche Dataset
- [avalanche-transformations](https://avalanche.continualai.org/avalanche/how-tos/avalanchedataset/avalanche-transformations.md): Dealing with transformations (groups, appending, replacing, freezing).
- [Dataloaders, Buffers, and Replay](https://avalanche.continualai.org/avalanche/how-tos/dataloading_buffers_replay.md)
- [Save and load checkpoints](https://avalanche.continualai.org/avalanche/how-tos/checkpoints.md): Save and load checkpoints
- [Models](https://avalanche.continualai.org/avalanche/examples/models.md): Examples for the Models module offered in Avalanche
- [Benchmarks](https://avalanche.continualai.org/avalanche/examples/benchmarks.md): Benchmarks and DatasetCode Examples
- [Training](https://avalanche.continualai.org/avalanche/examples/training.md): Baselines and Strategies Code Examples
- [Evaluation](https://avalanche.continualai.org/avalanche/examples/evaluation.md): Protocols and Metrics Code Examples
- [Loggers](https://avalanche.continualai.org/avalanche/examples/loggers.md): Examples for the Loggers module offered in Avalanche
- [Guidelines](https://avalanche.continualai.org/avalanche/how-to-contribute/guidelines.md): For a Swift and Effective Contribution
- [Ask Your Question](https://avalanche.continualai.org/avalanche/questions-and-issues/ask-your-question.md): To get Answers of Life, Ask Questions
- [Add Your Issue](https://avalanche.continualai.org/avalanche/questions-and-issues/add-your-issue.md): Help us Find Bug in Avalanche
- [Request a Feature](https://avalanche.continualai.org/avalanche/questions-and-issues/request-a-feature.md): Help us Design Avalanche of the Future
- [Give Feedback](https://avalanche.continualai.org/avalanche/questions-and-issues/give-feedback.md): We are all ears!
- [FAQ](https://avalanche.continualai.org/avalanche/questions-and-issues/faq.md): Frequently Asked Questions
- [The People](https://avalanche.continualai.org/avalanche/contacts-and-links/the-team.md): All the People that Made Avalanche Great
- [Join Us!](https://avalanche.continualai.org/avalanche/contacts-and-links/join-us.md): Happiness is only Real when Shared

## Avalanche - v0.6.0

- [Avalanche: an End-to-End Library for Continual Learning](https://avalanche.continualai.org/readme.md): Powered by ContinualAI
- [Introduction](https://avalanche.continualai.org/getting-started/why-avalanche.md): A Brief Introduction to Avalanche
- [Current Release](https://avalanche.continualai.org/getting-started/alpha-version.md): Avalnche Features: Benchmarks, Strategies & Metrics
- [How to Install](https://avalanche.continualai.org/getting-started/how-to-install.md): Installing Avalanche has Never Been so Simple
- [Learn Avalanche in 5 Minutes](https://avalanche.continualai.org/getting-started/learn-avalanche-in-5-minutes.md)
- [Introduction](https://avalanche.continualai.org/from-zero-to-hero-tutorial/01_introduction.md): Understand the Avalanche Package Structure
- [Models](https://avalanche.continualai.org/from-zero-to-hero-tutorial/02_models.md): First things first: let's start with a good model!
- [Benchmarks](https://avalanche.continualai.org/from-zero-to-hero-tutorial/03_benchmarks.md): Create your Continual Learning Benchmark and Start Prototyping
- [Training](https://avalanche.continualai.org/from-zero-to-hero-tutorial/04_training.md): Continual Learning Algorithms Prototyping Made Easy
- [Evaluation](https://avalanche.continualai.org/from-zero-to-hero-tutorial/05_evaluation.md): Automatic Evaluation with Pre-implemented Metrics
- [Loggers](https://avalanche.continualai.org/from-zero-to-hero-tutorial/06_loggers.md): Logging... logging everywhere! 🔮
- [Putting All Together](https://avalanche.continualai.org/from-zero-to-hero-tutorial/07_putting-all-together.md): Design Your Continual Learning Experiments
- [Extending Avalanche](https://avalanche.continualai.org/from-zero-to-hero-tutorial/08_extending-avalanche.md): Make it Custom, Make it Yours
- [Contribute to Avalanche](https://avalanche.continualai.org/from-zero-to-hero-tutorial/09_contribute-to-avalanche.md)
- [AvalancheDataset](https://avalanche.continualai.org/how-tos/avalanchedataset.md): Dealing with AvalancheDatasets
- [avalanche-datasets](https://avalanche.continualai.org/how-tos/avalanchedataset/avalanche-datasets.md): Converting PyTorch Datasets to Avalanche Dataset
- [avalanche-transformations](https://avalanche.continualai.org/how-tos/avalanchedataset/avalanche-transformations.md): Dealing with transformations (groups, appending, replacing, freezing).
- [Dataloaders, Buffers, and Replay](https://avalanche.continualai.org/how-tos/dataloading_buffers_replay.md)
- [Save and load checkpoints](https://avalanche.continualai.org/how-tos/checkpoints.md): Save and load checkpoints
- [Models](https://avalanche.continualai.org/examples/models.md): Examples for the Models module offered in Avalanche
- [Benchmarks](https://avalanche.continualai.org/examples/benchmarks.md): Benchmarks and DatasetCode Examples
- [Training](https://avalanche.continualai.org/examples/training.md): Baselines and Strategies Code Examples
- [Evaluation](https://avalanche.continualai.org/examples/evaluation.md): Protocols and Metrics Code Examples
- [Loggers](https://avalanche.continualai.org/examples/loggers.md): Examples for the Loggers module offered in Avalanche
- [Guidelines](https://avalanche.continualai.org/how-to-contribute/guidelines.md): For a Swift and Effective Contribution
- [Ask Your Question](https://avalanche.continualai.org/questions-and-issues/ask-your-question.md): To get Answers of Life, Ask Questions
- [Add Your Issue](https://avalanche.continualai.org/questions-and-issues/add-your-issue.md): Help us Find Bug in Avalanche
- [Request a Feature](https://avalanche.continualai.org/questions-and-issues/request-a-feature.md): Help us Design Avalanche of the Future
- [Give Feedback](https://avalanche.continualai.org/questions-and-issues/give-feedback.md): We are all ears!
- [FAQ](https://avalanche.continualai.org/questions-and-issues/faq.md): Frequently Asked Questions
- [The People](https://avalanche.continualai.org/about-us/the-team.md): All the People that Made Avalanche Great
- [Join Us!](https://avalanche.continualai.org/about-us/join-us.md): Happiness is only Real when Shared

## Avalanche - v0.5.0

- [Avalanche: an End-to-End Library for Continual Learning](https://avalanche.continualai.org/avalanche-v0.5.0-1/readme.md): Powered by ContinualAI
- [Introduction](https://avalanche.continualai.org/avalanche-v0.5.0-1/getting-started/why-avalanche.md): A Brief Introduction to Avalanche
- [Current Release](https://avalanche.continualai.org/avalanche-v0.5.0-1/getting-started/alpha-version.md): Avalnche Features: Benchmarks, Strategies & Metrics
- [How to Install](https://avalanche.continualai.org/avalanche-v0.5.0-1/getting-started/how-to-install.md): Installing Avalanche has Never Been so Simple
- [Learn Avalanche in 5 Minutes](https://avalanche.continualai.org/avalanche-v0.5.0-1/getting-started/learn-avalanche-in-5-minutes.md)
- [Introduction](https://avalanche.continualai.org/avalanche-v0.5.0-1/from-zero-to-hero-tutorial/01_introduction.md): Understand the Avalanche Package Structure
- [Models](https://avalanche.continualai.org/avalanche-v0.5.0-1/from-zero-to-hero-tutorial/02_models.md): First things first: let's start with a good model!
- [Benchmarks](https://avalanche.continualai.org/avalanche-v0.5.0-1/from-zero-to-hero-tutorial/03_benchmarks.md): Create your Continual Learning Benchmark and Start Prototyping
- [Training](https://avalanche.continualai.org/avalanche-v0.5.0-1/from-zero-to-hero-tutorial/04_training.md): Continual Learning Algorithms Prototyping Made Easy
- [Evaluation](https://avalanche.continualai.org/avalanche-v0.5.0-1/from-zero-to-hero-tutorial/05_evaluation.md): Automatic Evaluation with Pre-implemented Metrics
- [Loggers](https://avalanche.continualai.org/avalanche-v0.5.0-1/from-zero-to-hero-tutorial/06_loggers.md): Logging... logging everywhere! 🔮
- [Putting All Together](https://avalanche.continualai.org/avalanche-v0.5.0-1/from-zero-to-hero-tutorial/07_putting-all-together.md): Design Your Continual Learning Experiments
- [Extending Avalanche](https://avalanche.continualai.org/avalanche-v0.5.0-1/from-zero-to-hero-tutorial/08_extending-avalanche.md): Make it Custom, Make it Yours
- [Contribute to Avalanche](https://avalanche.continualai.org/avalanche-v0.5.0-1/from-zero-to-hero-tutorial/09_contribute-to-avalanche.md)
- [AvalancheDataset](https://avalanche.continualai.org/avalanche-v0.5.0-1/how-tos/avalanchedataset.md): Dealing with AvalancheDatasets
- [avalanche-datasets](https://avalanche.continualai.org/avalanche-v0.5.0-1/how-tos/avalanchedataset/avalanche-datasets.md): Converting PyTorch Datasets to Avalanche Dataset
- [avalanche-transformations](https://avalanche.continualai.org/avalanche-v0.5.0-1/how-tos/avalanchedataset/avalanche-transformations.md): Dealing with transformations (groups, appending, replacing, freezing).
- [Dataloaders, Buffers, and Replay](https://avalanche.continualai.org/avalanche-v0.5.0-1/how-tos/dataloading_buffers_replay.md)
- [Save and load checkpoints](https://avalanche.continualai.org/avalanche-v0.5.0-1/how-tos/checkpoints.md): Save and load checkpoints
- [Models](https://avalanche.continualai.org/avalanche-v0.5.0-1/examples/models.md): Examples for the Models module offered in Avalanche
- [Benchmarks](https://avalanche.continualai.org/avalanche-v0.5.0-1/examples/benchmarks.md): Benchmarks and DatasetCode Examples
- [Training](https://avalanche.continualai.org/avalanche-v0.5.0-1/examples/training.md): Baselines and Strategies Code Examples
- [Evaluation](https://avalanche.continualai.org/avalanche-v0.5.0-1/examples/evaluation.md): Protocols and Metrics Code Examples
- [Loggers](https://avalanche.continualai.org/avalanche-v0.5.0-1/examples/loggers.md): Examples for the Loggers module offered in Avalanche
- [Guidelines](https://avalanche.continualai.org/avalanche-v0.5.0-1/how-to-contribute/guidelines.md): For a Swift and Effective Contribution
- [Ask Your Question](https://avalanche.continualai.org/avalanche-v0.5.0-1/questions-and-issues/ask-your-question.md): To get Answers of Life, Ask Questions
- [Add Your Issue](https://avalanche.continualai.org/avalanche-v0.5.0-1/questions-and-issues/add-your-issue.md): Help us Find Bug in Avalanche
- [Request a Feature](https://avalanche.continualai.org/avalanche-v0.5.0-1/questions-and-issues/request-a-feature.md): Help us Design Avalanche of the Future
- [Give Feedback](https://avalanche.continualai.org/avalanche-v0.5.0-1/questions-and-issues/give-feedback.md): We are all ears!
- [FAQ](https://avalanche.continualai.org/avalanche-v0.5.0-1/questions-and-issues/faq.md): Frequently Asked Questions
- [The People](https://avalanche.continualai.org/avalanche-v0.5.0-1/about-us/the-team.md): All the People that Made Avalanche Great
- [Join Us!](https://avalanche.continualai.org/avalanche-v0.5.0-1/about-us/join-us.md): Happiness is only Real when Shared

## Avalanche - v0.4.0

- [Avalanche: an End-to-End Library for Continual Learning](https://avalanche.continualai.org/avalanche-v0.4.0/readme.md): Powered by ContinualAI
- [Introduction](https://avalanche.continualai.org/avalanche-v0.4.0/getting-started/why-avalanche.md): A Brief Introduction to Avalanche
- [Current Release](https://avalanche.continualai.org/avalanche-v0.4.0/getting-started/alpha-version.md): Avalnche Features: Benchmarks, Strategies & Metrics
- [How to Install](https://avalanche.continualai.org/avalanche-v0.4.0/getting-started/how-to-install.md): Installing Avalanche has Never Been so Simple
- [Learn Avalanche in 5 Minutes](https://avalanche.continualai.org/avalanche-v0.4.0/getting-started/learn-avalanche-in-5-minutes.md)
- [Introduction](https://avalanche.continualai.org/avalanche-v0.4.0/from-zero-to-hero-tutorial/01_introduction.md): Understand the Avalanche Package Structure
- [Models](https://avalanche.continualai.org/avalanche-v0.4.0/from-zero-to-hero-tutorial/02_models.md): First things first: let's start with a good model!
- [Benchmarks](https://avalanche.continualai.org/avalanche-v0.4.0/from-zero-to-hero-tutorial/03_benchmarks.md): Create your Continual Learning Benchmark and Start Prototyping
- [Training](https://avalanche.continualai.org/avalanche-v0.4.0/from-zero-to-hero-tutorial/04_training.md): Continual Learning Algorithms Prototyping Made Easy
- [Evaluation](https://avalanche.continualai.org/avalanche-v0.4.0/from-zero-to-hero-tutorial/05_evaluation.md): Automatic Evaluation with Pre-implemented Metrics
- [Loggers](https://avalanche.continualai.org/avalanche-v0.4.0/from-zero-to-hero-tutorial/06_loggers.md): Logging... logging everywhere! 🔮
- [Putting All Together](https://avalanche.continualai.org/avalanche-v0.4.0/from-zero-to-hero-tutorial/07_putting-all-together.md): Design Your Continual Learning Experiments
- [Extending Avalanche](https://avalanche.continualai.org/avalanche-v0.4.0/from-zero-to-hero-tutorial/08_extending-avalanche.md): Make it Custom, Make it Yours
- [Contribute to Avalanche](https://avalanche.continualai.org/avalanche-v0.4.0/from-zero-to-hero-tutorial/09_contribute-to-avalanche.md): How to Contribute Back to the Avalanche Community
- [AvalancheDataset](https://avalanche.continualai.org/avalanche-v0.4.0/how-tos/avalanchedataset.md): Dealing with AvalancheDatasets
- [avalanche-datasets](https://avalanche.continualai.org/avalanche-v0.4.0/how-tos/avalanchedataset/avalanche-datasets.md): Converting PyTorch Datasets to Avalanche Dataset
- [avalanche-transformations](https://avalanche.continualai.org/avalanche-v0.4.0/how-tos/avalanchedataset/avalanche-transformations.md): Dealing with transformations (groups, appending, replacing, freezing).
- [Dataloaders, Buffers, and Replay](https://avalanche.continualai.org/avalanche-v0.4.0/how-tos/dataloading_buffers_replay.md): How to implement replay and data loading
- [Save and load checkpoints](https://avalanche.continualai.org/avalanche-v0.4.0/how-tos/checkpoints.md): Save and load checkpoints
- [Models](https://avalanche.continualai.org/avalanche-v0.4.0/examples/models.md): Examples for the Models module offered in Avalanche
- [Benchmarks](https://avalanche.continualai.org/avalanche-v0.4.0/examples/benchmarks.md): Benchmarks and DatasetCode Examples
- [Training](https://avalanche.continualai.org/avalanche-v0.4.0/examples/training.md): Baselines and Strategies Code Examples
- [Evaluation](https://avalanche.continualai.org/avalanche-v0.4.0/examples/evaluation.md): Protocols and Metrics Code Examples
- [Loggers](https://avalanche.continualai.org/avalanche-v0.4.0/examples/loggers.md): Examples for the Loggers module offered in Avalanche
- [Guidelines](https://avalanche.continualai.org/avalanche-v0.4.0/how-to-contribute/guidelines.md): For a Swift and Effective Contribution
- [Ask Your Question](https://avalanche.continualai.org/avalanche-v0.4.0/questions-and-issues/ask-your-question.md): To get Answers of Life, Ask Questions
- [Add Your Issue](https://avalanche.continualai.org/avalanche-v0.4.0/questions-and-issues/add-your-issue.md): Help us Find Bug in Avalanche
- [Request a Feature](https://avalanche.continualai.org/avalanche-v0.4.0/questions-and-issues/request-a-feature.md): Help us Design Avalanche of the Future
- [Give Feedback](https://avalanche.continualai.org/avalanche-v0.4.0/questions-and-issues/give-feedback.md): We are all ears!
- [FAQ](https://avalanche.continualai.org/avalanche-v0.4.0/questions-and-issues/faq.md): Frequently Asked Questions
- [The People](https://avalanche.continualai.org/avalanche-v0.4.0/about-us/the-team.md): All the People that Made Avalanche Great
- [Join Us!](https://avalanche.continualai.org/avalanche-v0.4.0/about-us/join-us.md): Happiness is only Real when Shared

## Avalanche - v0.3.1

- [Avalanche: an End-to-End Library for Continual Learning](https://avalanche.continualai.org/avalanche-v0.3.1/readme.md): Powered by ContinualAI
- [Introduction](https://avalanche.continualai.org/avalanche-v0.3.1/getting-started/why-avalanche.md): A Brief Introduction to Avalanche
- [Current Release](https://avalanche.continualai.org/avalanche-v0.3.1/getting-started/alpha-version.md): Avalnche Features: Benchmarks, Strategies & Metrics
- [How to Install](https://avalanche.continualai.org/avalanche-v0.3.1/getting-started/how-to-install.md): Installing Avalanche has Never Been so Simple
- [Learn Avalanche in 5 Minutes](https://avalanche.continualai.org/avalanche-v0.3.1/getting-started/learn-avalanche-in-5-minutes.md)
- [Introduction](https://avalanche.continualai.org/avalanche-v0.3.1/from-zero-to-hero-tutorial/01_introduction.md): Understand the Avalanche Package Structure
- [Models](https://avalanche.continualai.org/avalanche-v0.3.1/from-zero-to-hero-tutorial/02_models.md): First things first: let's start with a good model!
- [Benchmarks](https://avalanche.continualai.org/avalanche-v0.3.1/from-zero-to-hero-tutorial/03_benchmarks.md): Create your Continual Learning Benchmark and Start Prototyping
- [Training](https://avalanche.continualai.org/avalanche-v0.3.1/from-zero-to-hero-tutorial/04_training.md): Continual Learning Algorithms Prototyping Made Easy
- [Evaluation](https://avalanche.continualai.org/avalanche-v0.3.1/from-zero-to-hero-tutorial/05_evaluation.md): Automatic Evaluation with Pre-implemented Metrics
- [Loggers](https://avalanche.continualai.org/avalanche-v0.3.1/from-zero-to-hero-tutorial/06_loggers.md): Logging... logging everywhere! 🔮
- [Putting All Together](https://avalanche.continualai.org/avalanche-v0.3.1/from-zero-to-hero-tutorial/07_putting-all-together.md): Design Your Continual Learning Experiments
- [Extending Avalanche](https://avalanche.continualai.org/avalanche-v0.3.1/from-zero-to-hero-tutorial/08_extending-avalanche.md): Make it Custom, Make it Yours
- [Contribute to Avalanche](https://avalanche.continualai.org/avalanche-v0.3.1/from-zero-to-hero-tutorial/09_contribute-to-avalanche.md): How to Contribute Back to the Avalanche Community
- [AvalancheDataset](https://avalanche.continualai.org/avalanche-v0.3.1/how-tos/avalanchedataset.md): Dealing with AvalancheDatasets
- [avalanche-datasets](https://avalanche.continualai.org/avalanche-v0.3.1/how-tos/avalanchedataset/avalanche-datasets.md): Converting PyTorch Datasets to Avalanche Dataset
- [avalanche-transformations](https://avalanche.continualai.org/avalanche-v0.3.1/how-tos/avalanchedataset/avalanche-transformations.md): Dealing with transformations (groups, appending, replacing, freezing).
- [Dataloaders, Buffers, and Replay](https://avalanche.continualai.org/avalanche-v0.3.1/how-tos/dataloading_buffers_replay.md): How to implement replay and data loading
- [Save and load checkpoints](https://avalanche.continualai.org/avalanche-v0.3.1/how-tos/checkpoints.md): Save and load checkpoints
- [Models](https://avalanche.continualai.org/avalanche-v0.3.1/examples/models.md): Examples for the Models module offered in Avalanche
- [Benchmarks](https://avalanche.continualai.org/avalanche-v0.3.1/examples/benchmarks.md): Benchmarks and DatasetCode Examples
- [Training](https://avalanche.continualai.org/avalanche-v0.3.1/examples/training.md): Baselines and Strategies Code Examples
- [Evaluation](https://avalanche.continualai.org/avalanche-v0.3.1/examples/evaluation.md): Protocols and Metrics Code Examples
- [Loggers](https://avalanche.continualai.org/avalanche-v0.3.1/examples/loggers.md): Examples for the Loggers module offered in Avalanche
- [Guidelines](https://avalanche.continualai.org/avalanche-v0.3.1/how-to-contribute/guidelines.md): For a Swift and Effective Contribution
- [Ask Your Question](https://avalanche.continualai.org/avalanche-v0.3.1/questions-and-issues/ask-your-question.md): To get Answers of Life, Ask Questions
- [Add Your Issue](https://avalanche.continualai.org/avalanche-v0.3.1/questions-and-issues/add-your-issue.md): Help us Find Bug in Avalanche
- [Request a Feature](https://avalanche.continualai.org/avalanche-v0.3.1/questions-and-issues/request-a-feature.md): Help us Design Avalanche of the Future
- [Give Feedback](https://avalanche.continualai.org/avalanche-v0.3.1/questions-and-issues/give-feedback.md): We are all ears!
- [FAQ](https://avalanche.continualai.org/avalanche-v0.3.1/questions-and-issues/faq.md): Frequently Asked Questions
- [The People](https://avalanche.continualai.org/avalanche-v0.3.1/contacts-and-links/the-team.md): All the People that Made Avalanche Great
- [Join Us!](https://avalanche.continualai.org/avalanche-v0.3.1/contacts-and-links/join-us.md): Happiness is only Real when Shared

## Avalanche - v0.3.0

- [Avalanche: an End-to-End Library for Continual Learning](https://avalanche.continualai.org/avalanche-v0.3.0/readme.md): Powered by ContinualAI
- [Introduction](https://avalanche.continualai.org/avalanche-v0.3.0/getting-started/why-avalanche.md): A Brief Introduction to Avalanche
- [Current Release](https://avalanche.continualai.org/avalanche-v0.3.0/getting-started/alpha-version.md): Avalnche Features: Benchmarks, Strategies & Metrics
- [How to Install](https://avalanche.continualai.org/avalanche-v0.3.0/getting-started/how-to-install.md): Installing Avalanche has Never Been so Simple
- [Learn Avalanche in 5 Minutes](https://avalanche.continualai.org/avalanche-v0.3.0/getting-started/learn-avalanche-in-5-minutes.md)
- [Introduction](https://avalanche.continualai.org/avalanche-v0.3.0/from-zero-to-hero-tutorial/01_introduction.md): Understand the Avalanche Package Structure
- [Models](https://avalanche.continualai.org/avalanche-v0.3.0/from-zero-to-hero-tutorial/02_models.md): First things first: let's start with a good model!
- [Benchmarks](https://avalanche.continualai.org/avalanche-v0.3.0/from-zero-to-hero-tutorial/03_benchmarks.md): Create your Continual Learning Benchmark and Start Prototyping
- [Training](https://avalanche.continualai.org/avalanche-v0.3.0/from-zero-to-hero-tutorial/04_training.md): Continual Learning Algorithms Prototyping Made Easy
- [Evaluation](https://avalanche.continualai.org/avalanche-v0.3.0/from-zero-to-hero-tutorial/05_evaluation.md): Automatic Evaluation with Pre-implemented Metrics
- [Loggers](https://avalanche.continualai.org/avalanche-v0.3.0/from-zero-to-hero-tutorial/06_loggers.md): Logging... logging everywhere! 🔮
- [Putting All Together](https://avalanche.continualai.org/avalanche-v0.3.0/from-zero-to-hero-tutorial/07_putting-all-together.md): Design Your Continual Learning Experiments
- [Extending Avalanche](https://avalanche.continualai.org/avalanche-v0.3.0/from-zero-to-hero-tutorial/08_extending-avalanche.md): Make it Custom, Make it Yours
- [Contribute to Avalanche](https://avalanche.continualai.org/avalanche-v0.3.0/from-zero-to-hero-tutorial/09_contribute-to-avalanche.md): How to Contribute Back to the Avalanche Community
- [AvalancheDataset](https://avalanche.continualai.org/avalanche-v0.3.0/how-tos/avalanchedataset.md): Dealing with AvalancheDatasets
- [avalanche-datasets](https://avalanche.continualai.org/avalanche-v0.3.0/how-tos/avalanchedataset/avalanche-datasets.md): Converting PyTorch Datasets to Avalanche Dataset
- [avalanche-transformations](https://avalanche.continualai.org/avalanche-v0.3.0/how-tos/avalanchedataset/avalanche-transformations.md): Dealing with transformations (groups, appending, replacing, freezing).
- [Dataloaders, Buffers, and Replay](https://avalanche.continualai.org/avalanche-v0.3.0/how-tos/dataloading_buffers_replay.md): How to implement replay and data loading
- [checkpoints](https://avalanche.continualai.org/avalanche-v0.3.0/how-tos/checkpoints.md): Save and load checkpoints
- [Models](https://avalanche.continualai.org/avalanche-v0.3.0/examples/models.md): Examples for the Models module offered in Avalanche
- [Benchmarks](https://avalanche.continualai.org/avalanche-v0.3.0/examples/benchmarks.md): Benchmarks and DatasetCode Examples
- [Training](https://avalanche.continualai.org/avalanche-v0.3.0/examples/training.md): Baselines and Strategies Code Examples
- [Evaluation](https://avalanche.continualai.org/avalanche-v0.3.0/examples/evaluation.md): Protocols and Metrics Code Examples
- [Loggers](https://avalanche.continualai.org/avalanche-v0.3.0/examples/loggers.md): Examples for the Loggers module offered in Avalanche
- [Guidelines](https://avalanche.continualai.org/avalanche-v0.3.0/how-to-contribute/guidelines.md): For a Swift and Effective Contribution
- [Ask Your Question](https://avalanche.continualai.org/avalanche-v0.3.0/questions-and-issues/ask-your-question.md): To get Answers of Life, Ask Questions
- [Add Your Issue](https://avalanche.continualai.org/avalanche-v0.3.0/questions-and-issues/add-your-issue.md): Help us Find Bug in Avalanche
- [Request a Feature](https://avalanche.continualai.org/avalanche-v0.3.0/questions-and-issues/request-a-feature.md): Help us Design Avalanche of the Future
- [Give Feedback](https://avalanche.continualai.org/avalanche-v0.3.0/questions-and-issues/give-feedback.md): We are all ears!
- [FAQ](https://avalanche.continualai.org/avalanche-v0.3.0/questions-and-issues/faq.md): Frequently Asked Questions
- [The People](https://avalanche.continualai.org/avalanche-v0.3.0/contacts-and-links/the-team.md): All the People that Made Avalanche Great
- [Join Us!](https://avalanche.continualai.org/avalanche-v0.3.0/contacts-and-links/join-us.md): Happiness is only Real when Shared

## Avalanche - v0.2.1

- [Avalanche: an End-to-End Library for Continual Learning](https://avalanche.continualai.org/avalanche-v0.2.1/readme.md): Powered by ContinualAI
- [Introduction](https://avalanche.continualai.org/avalanche-v0.2.1/getting-started/why-avalanche.md): A Brief Introduction to Avalanche
- [Current Release](https://avalanche.continualai.org/avalanche-v0.2.1/getting-started/alpha-version.md): Avalnche Features: Benchmarks, Strategies & Metrics
- [How to Install](https://avalanche.continualai.org/avalanche-v0.2.1/getting-started/how-to-install.md): Installing Avalanche has Never Been so Simple
- [Learn Avalanche in 5 Minutes](https://avalanche.continualai.org/avalanche-v0.2.1/getting-started/learn-avalanche-in-5-minutes.md)
- [Introduction](https://avalanche.continualai.org/avalanche-v0.2.1/from-zero-to-hero-tutorial/01_introduction.md): Understand the Avalanche Package Structure
- [Models](https://avalanche.continualai.org/avalanche-v0.2.1/from-zero-to-hero-tutorial/02_models.md): First things first: let's start with a good model!
- [Benchmarks](https://avalanche.continualai.org/avalanche-v0.2.1/from-zero-to-hero-tutorial/03_benchmarks.md): Create your Continual Learning Benchmark and Start Prototyping
- [Training](https://avalanche.continualai.org/avalanche-v0.2.1/from-zero-to-hero-tutorial/04_training.md): Continual Learning Algorithms Prototyping Made Easy
- [Evaluation](https://avalanche.continualai.org/avalanche-v0.2.1/from-zero-to-hero-tutorial/05_evaluation.md): Automatic Evaluation with Pre-implemented Metrics
- [Loggers](https://avalanche.continualai.org/avalanche-v0.2.1/from-zero-to-hero-tutorial/06_loggers.md): Logging... logging everywhere! 🔮
- [Putting All Together](https://avalanche.continualai.org/avalanche-v0.2.1/from-zero-to-hero-tutorial/07_putting-all-together.md): Design Your Continual Learning Experiments
- [Extending Avalanche](https://avalanche.continualai.org/avalanche-v0.2.1/from-zero-to-hero-tutorial/08_extending-avalanche.md): Make it Custom, Make it Yours
- [Contribute to Avalanche](https://avalanche.continualai.org/avalanche-v0.2.1/from-zero-to-hero-tutorial/09_contribute-to-avalanche.md): How to Contribute Back to the Avalanche Community
- [AvalancheDataset](https://avalanche.continualai.org/avalanche-v0.2.1/how-tos/avalanchedataset.md): Dealing with AvalancheDatasets
- [Preamble: PyTorch Datasets](https://avalanche.continualai.org/avalanche-v0.2.1/how-tos/avalanchedataset/preamble-pytorch-datasets.md): Few words about PyTorch Datasets
- [Creating AvalancheDatasets](https://avalanche.continualai.org/avalanche-v0.2.1/how-tos/avalanchedataset/creating-avalanchedatasets.md): Creation and manipulation of AvalancheDatasets and its subclasses.
- [Advanced Transformations](https://avalanche.continualai.org/avalanche-v0.2.1/how-tos/avalanchedataset/advanced-transformations.md): Dealing with transformations (groups, appending, replacing, freezing).
- [Dataloaders, Buffers, and Replay](https://avalanche.continualai.org/avalanche-v0.2.1/how-tos/dataloading_buffers_replay.md): How to implement replay and data loading
- [Models](https://avalanche.continualai.org/avalanche-v0.2.1/examples/models.md): Examples for the Models module offered in Avalanche
- [Benchmarks](https://avalanche.continualai.org/avalanche-v0.2.1/examples/benchmarks.md): Benchmarks and DatasetCode Examples
- [Training](https://avalanche.continualai.org/avalanche-v0.2.1/examples/training.md): Baselines and Strategies Code Examples
- [Evaluation](https://avalanche.continualai.org/avalanche-v0.2.1/examples/evaluation.md): Protocols and Metrics Code Examples
- [Loggers](https://avalanche.continualai.org/avalanche-v0.2.1/examples/loggers.md): Examples for the Loggers module offered in Avalanche
- [Guidelines](https://avalanche.continualai.org/avalanche-v0.2.1/how-to-contribute/guidelines.md): For a Swift and Effective Contribution
- [Ask Your Question](https://avalanche.continualai.org/avalanche-v0.2.1/questions-and-issues/ask-your-question.md): To get Answers of Life, Ask Questions
- [Add Your Issue](https://avalanche.continualai.org/avalanche-v0.2.1/questions-and-issues/add-your-issue.md): Help us Find Bug in Avalanche
- [Request a Feature](https://avalanche.continualai.org/avalanche-v0.2.1/questions-and-issues/request-a-feature.md): Help us Design Avalanche of the Future
- [Give Feedback](https://avalanche.continualai.org/avalanche-v0.2.1/questions-and-issues/give-feedback.md): We are all ears!
- [FAQ](https://avalanche.continualai.org/avalanche-v0.2.1/questions-and-issues/faq.md): Frequently Asked Questions
- [The People](https://avalanche.continualai.org/avalanche-v0.2.1/contacts-and-links/the-team.md): All the People that Made Avalanche Great
- [Join Us!](https://avalanche.continualai.org/avalanche-v0.2.1/contacts-and-links/join-us.md): Happiness is only Real when Shared

## Avalanche - v0.2.0

- [Avalanche: an End-to-End Library for Continual Learning](https://avalanche.continualai.org/avalanche-v0.2.0/readme.md): Powered by ContinualAI
- [Introduction](https://avalanche.continualai.org/avalanche-v0.2.0/getting-started/why-avalanche.md): A Brief Introduction to Avalanche
- [Current Release](https://avalanche.continualai.org/avalanche-v0.2.0/getting-started/alpha-version.md): Avalnche Features: Benchmarks, Strategies & Metrics
- [How to Install](https://avalanche.continualai.org/avalanche-v0.2.0/getting-started/how-to-install.md): Installing Avalanche has Never Been so Simple
- [Learn Avalanche in 5 Minutes](https://avalanche.continualai.org/avalanche-v0.2.0/getting-started/learn-avalanche-in-5-minutes.md)
- [Introduction](https://avalanche.continualai.org/avalanche-v0.2.0/from-zero-to-hero-tutorial/01_introduction.md): Understand the Avalanche Package Structure
- [Models](https://avalanche.continualai.org/avalanche-v0.2.0/from-zero-to-hero-tutorial/02_models.md): First things first: let's start with a good model!
- [Benchmarks](https://avalanche.continualai.org/avalanche-v0.2.0/from-zero-to-hero-tutorial/03_benchmarks.md): Create your Continual Learning Benchmark and Start Prototyping
- [Training](https://avalanche.continualai.org/avalanche-v0.2.0/from-zero-to-hero-tutorial/04_training.md): Continual Learning Algorithms Prototyping Made Easy
- [Evaluation](https://avalanche.continualai.org/avalanche-v0.2.0/from-zero-to-hero-tutorial/05_evaluation.md): Automatic Evaluation with Pre-implemented Metrics
- [Loggers](https://avalanche.continualai.org/avalanche-v0.2.0/from-zero-to-hero-tutorial/06_loggers.md): Logging... logging everywhere! 🔮
- [Putting All Together](https://avalanche.continualai.org/avalanche-v0.2.0/from-zero-to-hero-tutorial/07_putting-all-together.md): Design Your Continual Learning Experiments
- [Extending Avalanche](https://avalanche.continualai.org/avalanche-v0.2.0/from-zero-to-hero-tutorial/08_extending-avalanche.md): Make it Custom, Make it Yours
- [Contribute to Avalanche](https://avalanche.continualai.org/avalanche-v0.2.0/from-zero-to-hero-tutorial/09_contribute-to-avalanche.md): How to Contribute Back to the Avalanche Community
- [AvalancheDataset](https://avalanche.continualai.org/avalanche-v0.2.0/how-tos/avalanchedataset.md): Dealing with AvalancheDatasets
- [Preamble: PyTorch Datasets](https://avalanche.continualai.org/avalanche-v0.2.0/how-tos/avalanchedataset/preamble-pytorch-datasets.md): Few words about PyTorch Datasets
- [Creating AvalancheDatasets](https://avalanche.continualai.org/avalanche-v0.2.0/how-tos/avalanchedataset/creating-avalanchedatasets.md): Creation and manipulation of AvalancheDatasets and its subclasses.
- [Advanced Transformations](https://avalanche.continualai.org/avalanche-v0.2.0/how-tos/avalanchedataset/advanced-transformations.md): Dealing with transformations (groups, appending, replacing, freezing).
- [Dataloaders, Buffers, and Replay](https://avalanche.continualai.org/avalanche-v0.2.0/how-tos/dataloading_buffers_replay.md): How to implement replay and data loading
- [Models](https://avalanche.continualai.org/avalanche-v0.2.0/examples/models.md): Examples for the Models module offered in Avalanche
- [Benchmarks](https://avalanche.continualai.org/avalanche-v0.2.0/examples/benchmarks.md): Benchmarks and DatasetCode Examples
- [Training](https://avalanche.continualai.org/avalanche-v0.2.0/examples/training.md): Baselines and Strategies Code Examples
- [Evaluation](https://avalanche.continualai.org/avalanche-v0.2.0/examples/evaluation.md): Protocols and Metrics Code Examples
- [Loggers](https://avalanche.continualai.org/avalanche-v0.2.0/examples/loggers.md): Examples for the Loggers module offered in Avalanche
- [Guidelines](https://avalanche.continualai.org/avalanche-v0.2.0/how-to-contribute/guidelines.md): For a Swift and Effective Contribution
- [Ask Your Question](https://avalanche.continualai.org/avalanche-v0.2.0/questions-and-issues/ask-your-question.md): To get Answers of Life, Ask Questions
- [Add Your Issue](https://avalanche.continualai.org/avalanche-v0.2.0/questions-and-issues/add-your-issue.md): Help us Find Bug in Avalanche
- [Request a Feature](https://avalanche.continualai.org/avalanche-v0.2.0/questions-and-issues/request-a-feature.md): Help us Design Avalanche of the Future
- [Give Feedback](https://avalanche.continualai.org/avalanche-v0.2.0/questions-and-issues/give-feedback.md): We are all ears!
- [FAQ](https://avalanche.continualai.org/avalanche-v0.2.0/questions-and-issues/faq.md): Frequently Asked Questions
- [The People](https://avalanche.continualai.org/avalanche-v0.2.0/contacts-and-links/the-team.md): All the People that Made Avalanche Great
- [Join Us!](https://avalanche.continualai.org/avalanche-v0.2.0/contacts-and-links/join-us.md): Happiness is only Real when Shared

## Avalanche - v0.1.0

- [Avalanche: an End-to-End Library for Continual Learning](https://avalanche.continualai.org/avalanche-v0.1.0/readme.md): Powered by ContinualAI
- [Introduction](https://avalanche.continualai.org/avalanche-v0.1.0/getting-started/why-avalanche.md): A Brief Introduction to Avalanche
- [Current Release](https://avalanche.continualai.org/avalanche-v0.1.0/getting-started/alpha-version.md): Avalnche Features: Benchmarks, Strategies & Metrics
- [How to Install](https://avalanche.continualai.org/avalanche-v0.1.0/getting-started/how-to-install.md): Installing Avalanche has Never Been so Simple
- [Learn Avalanche in 5 Minutes](https://avalanche.continualai.org/avalanche-v0.1.0/getting-started/learn-avalanche-in-5-minutes.md): A Short Guide for Researchers on the Run
- [Introduction](https://avalanche.continualai.org/avalanche-v0.1.0/from-zero-to-hero-tutorial/01_introduction.md): Understand the Avalanche Package Structure
- [Models](https://avalanche.continualai.org/avalanche-v0.1.0/from-zero-to-hero-tutorial/02_models.md): First things first: let's start with a good model!
- [Benchmarks](https://avalanche.continualai.org/avalanche-v0.1.0/from-zero-to-hero-tutorial/03_benchmarks.md): Create your Continual Learning Benchmark and Start Prototyping
- [Training](https://avalanche.continualai.org/avalanche-v0.1.0/from-zero-to-hero-tutorial/04_training.md): Continual Learning Algorithms Prototyping Made Easy
- [Evaluation](https://avalanche.continualai.org/avalanche-v0.1.0/from-zero-to-hero-tutorial/05_evaluation.md): Automatic Evaluation with Pre-implemented Metrics
- [Loggers](https://avalanche.continualai.org/avalanche-v0.1.0/from-zero-to-hero-tutorial/06_loggers.md): Logging... logging everywhere! 🔮
- [Putting All Together](https://avalanche.continualai.org/avalanche-v0.1.0/from-zero-to-hero-tutorial/07_putting-all-together.md): Design Your Continual Learning Experiments
- [Extending Avalanche](https://avalanche.continualai.org/avalanche-v0.1.0/from-zero-to-hero-tutorial/08_extending-avalanche.md): Make it Custom, Make it Yours
- [Contribute to Avalanche](https://avalanche.continualai.org/avalanche-v0.1.0/from-zero-to-hero-tutorial/09_contribute-to-avalanche.md): How to Contribute Back to the Avalanche Community
- [AvalancheDataset](https://avalanche.continualai.org/avalanche-v0.1.0/how-tos/avalanchedataset.md): Dealing with AvalancheDatasets
- [Preamble: PyTorch Datasets](https://avalanche.continualai.org/avalanche-v0.1.0/how-tos/avalanchedataset/preamble-pytorch-datasets.md): Few words about PyTorch Datasets
- [Creating AvalancheDatasets](https://avalanche.continualai.org/avalanche-v0.1.0/how-tos/avalanchedataset/creating-avalanchedatasets.md): Creation and manipulation of AvalancheDatasets and its subclasses.
- [Advanced Transformations](https://avalanche.continualai.org/avalanche-v0.1.0/how-tos/avalanchedataset/advanced-transformations.md): Dealing with transformations (groups, appending, replacing, freezing).
- [Dataloaders, Buffers, and Replay](https://avalanche.continualai.org/avalanche-v0.1.0/how-tos/dataloading_buffers_replay.md): How to implement replay and data loading
- [Models](https://avalanche.continualai.org/avalanche-v0.1.0/examples/models.md): Examples for the Models module offered in Avalanche
- [Benchmarks](https://avalanche.continualai.org/avalanche-v0.1.0/examples/benchmarks.md): Benchmarks and DatasetCode Examples
- [Training](https://avalanche.continualai.org/avalanche-v0.1.0/examples/training.md): Baselines and Strategies Code Examples
- [Evaluation](https://avalanche.continualai.org/avalanche-v0.1.0/examples/evaluation.md): Protocols and Metrics Code Examples
- [Loggers](https://avalanche.continualai.org/avalanche-v0.1.0/examples/loggers.md): Examples for the Loggers module offered in Avalanche
- [Guidelines](https://avalanche.continualai.org/avalanche-v0.1.0/how-to-contribute/guidelines.md): For a Swift and Effective Contribution
- [Ask Your Question](https://avalanche.continualai.org/avalanche-v0.1.0/questions-and-issues/ask-your-question.md): To get Answers of Life, Ask Questions
- [Add Your Issue](https://avalanche.continualai.org/avalanche-v0.1.0/questions-and-issues/add-your-issue.md): Help us Find Bug in Avalanche
- [Request a Feature](https://avalanche.continualai.org/avalanche-v0.1.0/questions-and-issues/request-a-feature.md): Help us Design Avalanche of the Future
- [Give Feedback](https://avalanche.continualai.org/avalanche-v0.1.0/questions-and-issues/give-feedback.md): We are all ears!
- [The People](https://avalanche.continualai.org/avalanche-v0.1.0/contacts-and-links/the-team.md): All the People that Made Avalanche Great
- [Join Us!](https://avalanche.continualai.org/avalanche-v0.1.0/contacts-and-links/join-us.md): Happiness is only Real when Shared


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information, you can query the documentation dynamically by asking a question.
Perform an HTTP GET request on a page URL with the `ask` query parameter:
```
GET https://avalanche.continualai.org/readme.md?ask=<question>
```
The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.
Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.