Search Results for "lens"

Jacobian Lens is Anthropic’s reference implementation for examining what a language model’s internal activations are inclined to produce as text. It transports residual-stream vectors from selected layers and positions into the final-layer basis using an averaged input-output Jacobian. The transformed vectors are decoded through the model’s own unembedding into ranked vocabulary predictions.

Calculating the fundamental optical parameters of a lens. It provides an intuitive graphical interface for optical engineers, photographers, and students to explore the relationships between focal length, field of view, sensor size, and aperture. The user selects which parameter they want to calculate, and the program automatically computes it using the provided values. Parameters are recalculated instantly as you type, providing immediate feedback.

...It can be run inside a Jupyter or Colab notebook through a simple Python API that supports most Huggingface models. BertViz extends the Tensor2Tensor visualization tool by Llion Jones, providing multiple views that each offer a unique lens into the attention mechanism. The head view visualizes attention for one or more attention heads in the same layer. It is based on the excellent Tensor2Tensor visualization tool. The model view shows a bird's-eye view of attention across all layers and heads. The neuron view visualizes individual neurons in the query and key vectors and shows how they are used to compute attention.

ConvNeXt is a modernized convolutional neural network (CNN) architecture designed to rival Vision Transformers (ViTs) in accuracy and scalability while retaining the simplicity and efficiency of CNNs. It revisits classic ResNet-style backbones through the lens of transformer design trends—large kernel sizes, inverted bottlenecks, layer normalization, and GELU activations—to bridge the performance gap between convolutions and attention-based models. ConvNeXt’s clean, hierarchical structure makes it efficient for both pretraining and fine-tuning across a wide range of visual recognition tasks. ...

As the final step of manufacturing, assembly plays a very important role. During lens assembly, fabrication errors of components are summarized and dramatically affects lens performance. Selective assembly is cost-effective solution for improving the quality of assembled product. Also selective assembly could reduce cost of product by allowing loose tolerances. Selective Assembly GUI Application (SAGA) is ZEMAX extension which allows you to arrange components in best possible assemblies.

A python, gtk and c small application for see the world through the lens of a kaleidoscope

Everpad is a desktop integration layer that brings Evernote notes directly into the Linux environment, especially Ubuntu-based desktops. It runs a background service that syncs with your Evernote account and exposes your notes through an indicator applet and a Unity lens/search integration. The goal is to make Evernote feel like a native part of the desktop, so you can search, open, edit, and create notes without jumping to the web interface. It also supports note attachments, notebooks, and tags, so you can organize content in the same way you do on official Evernote clients. Because it plugs into the desktop search, you can surface notes alongside local files for faster retrieval. ...

mltc - Minimum Lens Thickness Calculation. Application is created for minimum lens thickness calculation according to GOST (Russian, Belarusian) Standard

OpenRayTrace is an optical lens design software that performs ray tracing. It is built using python, wxPython, and PyOpenGL. It should run on any platform that python, wxPython and PyOpenGL run on.

Set of scripts based on gaussian optics, which allow you to analyze the image waist created from a gaussian beam, and quickly determine 1-lens and 2-lens mode matching configurations to match a beam waist to another waist size