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Civitai is a platform where people share stable diffusion models, including textual inversions, hypernetworks, aesthetic gradients and VAEs. Users can create an account, upload their models, browse models shared by others, and leave comments and feedback to support collaboration and knowledge sharing. The project is built with Next.js, tRPC, and Prisma with Postgres.
GPyTorch is a Gaussian process library implemented using PyTorch, designed for creating scalable, flexible, and modular Gaussian process models. It performs most inference operations using numerical linear algebra techniques such as preconditioned conjugate gradients, and provides GPU acceleration through matrix-vector-multiplication-based inference. Installation requires Python 3.10 or later, PyTorch 2.4.1 or later, and NumPy 2.0 or later.
Lasagne is a lightweight library for building and training neural networks in Theano. It supports feed-forward networks such as convolutional neural networks, recurrent networks including LSTM, multiple inputs and outputs, and optimization methods including Nesterov momentum, RMSprop and ADAM. Cost functions are freely definable and gradients derive from Theano's symbolic differentiation.
SVGo is a Go language library for SVG generation. It supports common SVG elements including shapes, lines, text, paths, images, and gradients, and is hosted as an open-source project on GitHub.
Automatic "Differentiation" via Text, using large language models to backpropagate textual gradients.
