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layer-normalization

Here are 19 public repositories matching this topic...

zzw922cn / Automatic_Speech_Recognition

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

audio deep-learning tensorflow paper end-to-end evaluation cnn lstm speech-recognition rnn automatic-speech-recognition feature-vector data-preprocessing phonemes timit-dataset layer-normalization rnn-encoder-decoder chinese-speech-recognition

Updated Mar 24, 2023
Python

pbhatia243 / tf-layer-norm

TensorFlow implementation of normalizations such as Layer Normalization, HyperNetworks.

tensorflow hyper-networks layer-normalization

Updated Oct 4, 2016
Python

BabyGPT-Build_GPT_From_Scratch

TatevKaren / BabyGPT-Build_GPT_From_Scratch

BabyGPT: Build Your Own GPT Large Language Model from Scratch Pre-Training Generative Transformer Models: Building GPT from Scratch with a Step-by-Step Guide to Generative AI in PyTorch and Python

python transformers pytorch neural-networks gpt layer-normalization attention-is-all-you-need multi-head-self-attention gpt-3 dropout-layers residual-connections large-language-models llms llm-training

Updated Dec 5, 2023
Python

tech-srl / layer_norm_expressivity_role

Code for the paper "On the Expressivity Role of LayerNorm in Transformers' Attention" (Findings of ACL'2023)

transformers attention layer-normalization layernorm

Updated Sep 27, 2024
Python

CyberZHG / torch-layer-normalization

Layer normalization in PyTorch

pytorch regularization normalization layer-normalization

Updated Jun 6, 2020
Python

exe1023 / LSTM_LN

lstm with layer normalization

pytorch lstm layer-normalization

Updated Mar 12, 2021
Python

venusdev85 / Speech-Recognition

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

audio deep-learning tensorflow end-to-end cnn lstm speech-recognition rnn feature-vector data-processing phonemes timit-dataset layer-normalization rnn-encoder-decoder

Updated Mar 29, 2018
Python

jacobdeasy / flexible-ehr

Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable Selection or Cleaning.

deep-learning reproducible-research pytorch recurrent-neural-networks embeddings lstm supervised-learning classification mimic-iii layer-normalization mortality-prediction

Updated Jul 6, 2020
Python

ujjax / fast-slow-lstm

Fast-Slow Recurrent Neural Networks

nlp lstm layer-normalization nips-2017 fast-slow-lstm

Updated Jan 31, 2018
Python

pedroosodrac / Paper-to-Code

Paper to Code automates the incorporation of research paper concepts into practical code using OpenAI's GPT models, bridging theory and implementation.

python tensorflow requests mnist openai layer-normalization cyclical-learning-rates gpt-3

Updated Jan 10, 2024
Python

chenhuaizhen / LayerNorm_LSTM

The extension of torch.nn.LSTMCell

torch lstm layer-normalization variational-dropout dropconnect

Updated Dec 8, 2018
Python

sabrid369 / BFMD-SN-U-net

The open source code for the paper "Block Attention and Switchable Normalization based Deep Learning Framework for Segmentation of Retinal Vessels"

deep-neural-networks medical-imaging batch-normalization supervised-learning segmentation normalization layer-normalization u-net instance-normalization medical-image-segmentation computer-aided-diagnosis spatial-attention channel-attention retinal-vessel-segmentation regularization-to-avoid-overfitting bfmd-sn-u-net gci-cbam

Updated Jul 8, 2023
Python

kienduynguyen / Layer-Normalization

The implementation of Layer Normalization which follows paper "https://arxiv.org/abs/1607.06450".

layer-normalization pytorch-implementation

Updated Aug 27, 2018
Python

junhsss / einorm

Layer normalization with einops semantics.

pytorch transformer tensor normalization layer-normalization instance-normalization group-normalization einops

Updated Feb 26, 2023
Python

kmedian / keras-layernorm-rnn

RNNs with layer normalization; Prep package for tensorflow/addons, see v0.8.2, and commit https://github.com/tensorflow/addons/commit/cdb43ffd7e4b89d6ce8cdadcd62fec46c7f0f7fa

tensorflow keras rnn rnn-tensorflow layer-normalization recurrent-neural-network simplernn rnn-keras

Updated Mar 25, 2023
Python

HarmanDotpy / Normalizations-in-Deep-Learning

Analysis of different types of common Normalization schemes in Deep Learning

batch-normalization classification resnet cifar10 layer-normalization instance-normalization group-normalization batch-instance-normalization

Updated May 27, 2021
Python

chandnii7 / Convolutional-Neural-Network

Program implements a convolutional neural network for classifying images of numbers in the MNIST dataset as either even or odd using GPU framework.

tensorflow keras inference optimizer batch-normalization mnist-dataset convolutional-neural-networks hyperparameter-tuning learning-rate loss-functions layer-normalization weight-initializers receptive-field dilated-convolution strided-convolutions epochs dropout-keras

Updated Dec 25, 2020
Jupyter Notebook

nikostr / LayerNormLSTM

lasagne theano layer-normalization lstm-layer

Updated May 21, 2017
Python

denizetkar / ntmcell_pytorch

PyTorch implementation of Neural Turing Machine recurrent neural network

pytorch layer-normalization lstm-cells neural-turing-machine rnn-cell gru-cells

Updated Nov 2, 2019
Python

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