Renate
Development & TrainingWhat is Renate?
It is a Python package for the automatic retraining of neural networks models. It uses advanced Continual Learning and Lifelong Learning algorithms to achieve this purpose.
Renate is a tool in the Development & Training category of a tech stack.
Key Features
Easy to scale and run in the cloudDesigned for real-world retraining pipelinesAdvanced HPO functionalities available out-of-the-boxOpen for experimentation
Renate Pros & Cons
Pros of Renate
No pros listed yet.
Cons of Renate
No cons listed yet.
Renate Alternatives & Comparisons
What are some alternatives to Renate?
TensorFlow
TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.
NumPy
Besides its obvious scientific uses, NumPy can also be used as an efficient multi-dimensional container of generic data. Arbitrary data-types can be defined. This allows NumPy to seamlessly and speedily integrate with a wide variety of databases.
Jupyter
The Jupyter Notebook is a web-based interactive computing platform. The notebook combines live code, equations, narrative text, visualizations, interactive dashboards and other media.
