DaNNet

DaNNet is a C++ deep neural network library using the Armadillo library as a base. It is intended to be a small and easy to use framework with no other dependencies than Armadillo. It uses independent layer-wise optimization giving you full flexibility to train your network.

Features

Layers: Input, Dense, Convolution, Pool, Batch norm, Dropout, Cost
Activations: Sigmoid, tanh, ReLU, LReLU, softplus, softmax
Independent layer-wise optimizations
Optimizers; SGD, Nesterov, ADAM, RMSprop, ADAdelta, ADAgrad, ADAmax
Regularizations: LASSO, ridge, elastic net
MNIST import support

Project Samples

Project Activity

See All Activity >

License

Apache License V2.0

Follow DaNNet

DaNNet Web Site

Other Useful Business Software

MongoDB Atlas runs apps anywhere

Deploy in 115+ regions with the modern database for every enterprise.

MongoDB Atlas gives you the freedom to build and run modern applications anywhere—across AWS, Azure, and Google Cloud. With global availability in over 115 regions, Atlas lets you deploy close to your users, meet compliance needs, and scale with confidence across any geography.

Start Free

Rate This Project

User Reviews

Be the first to post a review of DaNNet!

Additional Project Details

Operating Systems

Linux, Mac, Windows

Intended Audience

Information Technology, Science/Research, Advanced End Users, Developers

Programming Language

C++

Related Categories

C++ Artificial Intelligence Software, C++ Libraries, C++ Research Software, C++ Neural Network Libraries

Registered

2019-02-05

Similar Business Software

Torch

Torch is a scientific computing framework with wide support for machine learning algorithms that puts GPUs first. It is easy to use and efficient, thanks to an easy and fast scripting language, LuaJIT, and an underlying C/CUDA implementation. The goal of Torch is to have maximum flexibility and...

See Software
TFLearn

TFlearn is a modular and transparent deep learning library built on top of Tensorflow. It was designed to provide a higher-level API to TensorFlow in order to facilitate and speed up experimentations while remaining fully transparent and compatible with it. Easy-to-use and understand high-level...

See Software
SHARK

SHARK is a fast, modular, feature-rich open-source C++ machine learning library. It provides methods for linear and nonlinear optimization, kernel-based learning algorithms, neural networks, and various other machine learning techniques. It serves as a powerful toolbox for real-world...

See Software