Avalanche Alternatives
Similar projects and alternatives to avalanche
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evaluate
🤗 Evaluate: A library for easily evaluating machine learning models and datasets.
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torch-fidelity
High-fidelity performance metrics for generative models in PyTorch
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
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pytorch-accelerated
A lightweight library designed to accelerate the process of training PyTorch models by providing a minimal, but extensible training loop which is flexible enough to handle the majority of use cases, and capable of utilizing different hardware options with no code changes required. Docs: https://pytorch-accelerated.readthedocs.io/en/latest/
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continuum
A clean and simple data loading library for Continual Learning (by Continvvm)
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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Activeloop Hub
Discontinued Data Lake for Deep Learning. Build, manage, query, version, & visualize datasets. Stream data real-time to PyTorch/TensorFlow. https://activeloop.ai [Moved to: https://github.com/activeloopai/deeplake] (by activeloopai)
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Awesome-Incremental-Learning
Awesome Incremental Learning
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simpleeval
Simple Safe Sandboxed Extensible Expression Evaluator for Python
avalanche reviews and mentions
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[R] Single-task Continual/Incremental/Online/Life-Long learning.
Lastly, there are several github repo, but the most popular one is ContinualAI/avalanche, which already implement some of above algorithm, for the purpose of reproducibility i.e. can be applied to your task (probably)
Stats
ContinualAI/avalanche is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of avalanche is Python.