LightNet

Deep learning framework

A Matlab-based framework for building and training deep learning models

Efficient, transparent deep learning in hundreds of lines of code.

GitHub

270 stars
44 watching
116 forks
Language: MATLAB
last commit: over 5 years ago
Linked from 1 awesome list

cnncudnndeep-learninglstmmatlabmlpneural-networkquasi-recurrent-neural-networksrnnsgd

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
fielddb/deeplearntoolbox A Matlab toolbox for building and training deep neural networks 0
kyunghyuncho/deepmat An implementation of various deep learning architectures and algorithms 188
rocm/mxnet A deep learning framework that enables efficient and flexible distributed/mobile deep learning with dynamic dataflow dependency scheduling 28
quantumliu/matdl A lightweight MATLAB deeplearning toolbox for efficient neural network training and prediction. 54
xiaoyufenfei/lednet A lightweight deep learning framework for real-time semantic segmentation 513
jimmy-ren/vcnn_double-bladed A GPU-enabled vectorized implementation of CNNs for computer vision tasks 136
google-research/visu3d An abstraction layer between various deep learning frameworks and your program. 148
nicholas-leonard/dp A deep learning library for streamlining research and development using the Torch7 distribution. 343
ivaylo-popov/theano-lights A deep learning framework built on top of Theano, providing a wide range of models and training techniques for research and development. 267
guanghan/darknet An implementation of a neural network framework for computer vision tasks, supporting both CPU and GPU computation. 243
zcemycl/matlab-gan A collection of MATLAB implementations for Generative Adversarial Networks (GANs) and related deep learning techniques 186
microsoft/0xdeca10b A framework for hosting and training machine learning models on a blockchain, enabling secure sharing and prediction without requiring users to pay for data or model updates. 556
yixuan/minidnn A C++ library implementing deep neural networks with good performance and modularity 397
chenxi116/tf-deeplab A TensorFlow implementation of DeepLab using ResNet 101 architecture 22
deepgraphlearning/gmnn A software framework that integrates statistical relational learning and graph neural networks for semi-supervised object classification and unsupervised node representation learning. 401