NetsaurFeatures
Netsaur offers a comprehensive suite of tools for various machine learning tasks. From basic neural networks to advanced deep learning models, Netsaur has you covered.
Neural Networks
Build and train custom neural networks with ease. Netsaur supports various architectures and activation functions, and lots of layers to help you create powerful models.
Computer Vision
Process and analyze images with advanced algorithms. Implement state-of-the-art convolutional neural networks for tasks like image classification, object detection, and more.
NLP
Perform natural language processing tasks effortlessly. Utilize recurrent neural networks and transformers to tackle challenges in text analysis, sentiment classification, and language generation.
Data Analysis
Visualize and interpret complex datasets with powerful tools. Netsaur provides utilities for data preprocessing, feature extraction, and result visualization to support your entire ML workflow.
Examples
See how easy it is to create machine learning models with Netsaur with no installation required.
import {
Cost,
CPU,
DenseLayer,
Sequential,
setupBackend,
SigmoidLayer,
tensor2D,
} from "jsr:@denosaurs/netsaur";
await setupBackend(CPU);
const net = new Sequential({
size: [4, 2],
silent: true,
layers: [
DenseLayer({ size: [3] }),
SigmoidLayer(),
DenseLayer({ size: [1] }),
SigmoidLayer(),
],
cost: Cost.MSE,
});
net.train(
[
{
inputs: tensor2D([
[0, 0],
[1, 0],
[0, 1],
[1, 1],
]),
outputs: tensor2D([[0], [1], [1], [0]]),
},
],
10000,
);
Get Started
Ready to build powerful machine learning models with Netsaur? Our comprehensive documentation and resources will help you get up and running quickly.