By
Pythia
PythiaPythia
Development & TrainingWhat is Pythia?
A modular framework for supercharging vision and language research built on top of PyTorch.
Pythia is a tool in the Development & Training category of a tech stack.
Key Features
Model ZooMulti-TaskingDatasets: Includes support for various datasets built-in including VQA, VizWiz, TextVQA and VisualDialogModules: Provides implementations for many commonly used layers in vision and language domainDistributed: Support for distributed training based on DataParallel as well as DistributedDataParallelUnopinionated: Unopinionated about the dataset and model implementations built on top of itCustomization: Custom losses, metrics, scheduling, optimizers, tensorboardsuits all your custom needs
Pythia Pros & Cons
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Pythia Alternatives & Comparisons
What are some alternatives to Pythia?
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.
