Tool category: Meta Ai
Tools 21–30 of 31
PyText
PyText is a deep-learning based NLP modeling framework built on PyTorch. PyText addresses the often-conflicting requirements between enabling rapid experimentation for NLP models and serving these models at scale. It achieves this by providing simple and extensible interfaces and abstractions for the different model components, and by using PyTorch to export models for inference via the optimized Caffe2 execution engine. PyText is used at Facebook to iterate quickly on new modeling ideas and then seamlessly deploy them at scale.
PyTorch
An open source machine learning framework that accelerates the path from research prototyping to production deployment.
StarSpace
StarSpace is a general purpose neural embedding model that can be applied to a number of machine learning tasks.
Tensor Comprehensions
Tensor Comprehensions (TC) accelerates development by automatically generating efficient GPU code from high-level mathematical operations.
TorchCraft
TorchCraft is a library that enables AI research on real-time strategy (RTS) games such as StarCraft: Brood War. It makes it easier to control RTS games from machine learning frameworks through a client / server architecture, and enables researchers to serialize whole game states.
Translate
Translate is an open source project based on Facebook's machine translation systems. It uses a sequence-to-sequence model, and is based on fairseq-py, a sequence modeling toolkit for training custom models for translation, summarization, dialog, and other text generation tasks.
Visdom
Visdom is a visualization tool that generates rich visualizations of live data to help researchers and developers stay on top of their scientific experiments that are run on remote servers. Visualizations in Visdom can be viewed in browsers and easily shared with others.