ladder_network_keras

Ladder network model

An implementation of Ladder Network architecture for semi-supervised learning using Keras and TensorFlow

Semi-Supervised Learning with Ladder Networks in Keras. Get 98% test accuracy on MNIST with just 100 labeled examples !

GitHub

101 stars
6 watching
33 forks
Language: Python
last commit: over 3 years ago
Linked from 3 awesome lists


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
divamgupta/attention-translation-keras An implementation of an attention-based sequence-to-sequence neural machine translation model in Keras. 30
shathe/mnasnet-keras-tensorflow An implementation of MnasNet architecture in Keras for TensorFlow using Python 99
juntang-zhuang/laddernet A deep learning implementation of a multi-path network architecture for medical image segmentation 139
titu1994/keras-dualpathnetworks Provides a Keras implementation of a deep neural network architecture combining ResNeXt and DenseNet elements 114
keras-team/keras-hub Provides pre-trained models and building blocks for natural language processing, computer vision, audio, and multimodal tasks 797
yuyang-huang/keras-inception-resnet-v2 Represents an implementation of the Inception-ResNet v2 deep learning model in Keras. 180
vladkryvoruchko/pspnet-keras-tensorflow An implementation of a deep learning model for image segmentation using TensorFlow and Keras 394
rcmalli/keras-squeezenet An implementation of the SqueezeNet neural network model in the Keras framework 404
maxpumperla/elephas Enables distributed deep learning with Keras and Spark for scalable model training 1,574
keplr-io/hera Enables real-time training and evaluation of machine learning models with remote dashboard visualization. 487
gmalivenko/pytorch2keras Converts PyTorch models to Keras models 857
titu1994/inception-v4 Implementations of deep learning architectures in Keras using the Functional API 386
yerevann/r-net-in-keras Recreating a complex neural network architecture from a research paper to improve question answering capabilities 178
fabprezja/keras-gpt-copilot An LLM-based tool to assist deep learning model development 28
theduynguyen/keras-fcn An implementation of fully convolutional neural networks for semantic segmentation using TensorFlow as the backend. 15