Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge. - GitHub - d2l-ai/d2l-en: Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
A library for efficient similarity search and clustering of dense vectors. - GitHub - facebookresearch/faiss: A library for efficient similarity search and clustering of dense vectors.
tomotopy is a Python extension of tomoto (Topic Modeling Tool) which is a Gibbs-sampling based topic model library written in C++. It utilizes a vectorization of modern CPUs for maximizing speed. The current version of tomoto supports several major topic models including
In this 3-part blog series we present a unifying perspective on pre-trained word embeddings under a general framework of matrix factorization. The most popular word embedding model, Word2vec, has…
Z. Yang, C. Wu, und Y. Liu. Proceedings of the 18th Annual International Conference on Mobile Computing and Networking, Seite 269--280. New York, NY, USA, ACM, (2012)