46 open source projects by titu1994

Implementation of One-Cycle Learning rate policy (adapted from Fast.ai lib)

Implementation of ResNeXt models from the paper Aggregated Residual Transformations for Deep Neural Networks in Keras 2.0+.

"NASNet" models in Keras 2.0+ with weights

Keras Implementation of EfficientNets

Tensorflow implementation of Ordinary Differential Equation Solvers with full GPU support

Keras Implementation of Neural Style Transfer from the paper "A Neural Algorithm of Artistic Style" (http://arxiv.org/abs/1508.06576) in Keras 2.0+

Keras implementation of CoordConv for all Convolution layers

Keras implementation of Mobile Networks

Keras implementation of AdaBound

A Tensorflow 2.0 implementation of TabNet.

Implementation of Progressive Neural Architecture Search in Keras and Tensorflow

Dual Path Networks for Keras 2.0+

Batch Renormalization algorithm implementation in Keras

A Keras implementation of https://arxiv.org/abs/1803.08494

Keras implementation of Nested LSTMs

Fully Connected DenseNet for Image Segmentation (https://arxiv.org/pdf/1611.09326v1.pdf)

Implementation of Simple Recurrent Unit in Keras

A set of simple examples ported from PyTorch for Tensorflow Eager Execution

Implementation of Rectified Adam in Keras

Keras implementation of Octave Convolutions

A Keras implementation of Neural Arithmatic and Logical Unit

Implementation of Super Resolution CNN in Keras.

DenseNet implementation in Keras

Implementation of NIMA: Neural Image Assessment in Keras

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

Basic implementation of [Neural Architecture Search with Reinforcement Learning](https://arxiv.org/abs/1611.01578).

Implementation of Squeeze and Excitation Networks in Keras

Inception-v4, Inception - Resnet-v1 and v2 Architectures in Keras

Collection of Keras models used for classification

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

Snapshot Ensemble in Keras

An implementation of SRGAN model in Keras

Keras implementation of Non-local Neural Networks

Implementation of IndRNN in Keras

U-Net Model conditioned with MobileNet features for Grayscale -> Color mapping

Wrapper for Normalized Gradient Descent in Keras

Keras Implementation of MixNets: Mixed Depthwise Convolutions

Switch Normalization implementation for Keras 2+

A Python library for the Sequential Halving and Classification algorithm

Deep Columnar Convolutional Neural Network architecture, which is based on Multi Columnar DNN (Ciresan 2012).

Tensorflow 2.0 implementation of Fourier Feature Mapping Networks.

Keras implementation of NovoGrad

Tensorflow 2.0 implementation of Sinusodial Representation networks (SIREN)

Keras implementation of [The unreasonable effectiveness of the forget gate](https://arxiv.org/abs/1804.04849)

Tensorflow port implementation of Single Headed Attention RNN

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