Search Results for "sample size"

...It supports common recurrent architectures including vanilla RNNs as well as LSTM and GRU variants, letting users compare behavior and output quality across model types. It is straightforward: you provide a single text file, train the model to minimize next-character prediction loss, then sample from the trained network to generate new text one character at a time in the style of the dataset. The project is designed for experimentation, offering tunable settings for depth, hidden size, dropout, sequence length, and sampling temperature to control creativity and coherence. It is frequently used as a learning project for understanding sequence modeling, recurrent training dynamics, and the practical details of text generation.

Attitude Estimator is a generic platform-independent C++ library that implements an IMU sensor fusion algorithm. Up to 3-axis gyroscope, accelerometer and magnetometer data can be processed into a full 3D quaternion orientation estimate, with the use of a nonlinear Passive Complementary Filter. The library is targeted at robotic applications, but is by no means limited to this. Features of the estimator include gyro bias estimation, transient quick learning, multiple estimation algorithms,...

tufte-latex provides LaTeX classes for handouts and books inspired by Edward Tufte’s design principles, emphasizing clarity, readable measure, and rich marginalia. The classes feature wide side margins that host sidenotes, citations, and small figures, letting the main text flow without heavy footnote clutter. Built-in environments make it easy to place margin figures and tables, call out important points, and keep references close to the text they annotate. The typography favors generous...

Aspose for Spring.Java provides usage samples / sourcecodes for the demonstration of Aspose API for Java by extending famous Spring Java PetClinic Sample Web Application. This extension of "Spring Java PetClinic Sample Web Application" also shows the Integration of Aspose APIs with Spring MVC, JSP and Maven Project. Latest Release: v1.1

drvq is a C++ library implementation of dimensionality-recursive vector quantization, a fast vector quantization method in high-dimensional Euclidean spaces under arbitrary data distributions. It is an approximation of k-means that is practically constant in data size and applies to arbitrarily high dimensions but can only scale to a few thousands of centroids. As a by-product of training, a tree structure performs either exact or approximate quantization on trained centroids, the latter being not very precise but extremely fast. A detailed README file describes the usage of the software, including license, requirements, installation, file formats, sample data, tools, and options. ...

This is a set of 3 easy to use components for Delphi / Lazarus IDE and Free Pascal THSButton THSSpeedButton and THSStaticText that will make your application look modern shiny and beautiful no much efforts are needed Sample project file is included. Features / - Style : many type of styles from soft rubber to Shiny Glass ,Quicken or Encarta with any color you choose. - Border : the size of the button border, in case it has a glass or quicken style this will change the level of the rounded corners - Smoothness : this number will give the button a smooth gradient soft look - Enter and Leave Decease option / this will give the button a nice effect when the user moves the mouse over and out of the button looks wonderful when using glow colors or glassy look...