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weight-initialization

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Niranjankumar-c /DeepLearning-PadhAI

All the code files related to the deep learning course from PadhAI

python weight-initialization lstm-neural-networks he-initializer xavier-initializer pytorch-tutorials cnn-classification pytorch-cnn activation-functions

UpdatedApr 13, 2020
Jupyter Notebook

cognizant-ai-labs /autoinit

AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks

python deep-learning tensorflow weight-initialization

UpdatedOct 26, 2022
Python

o-tawab /Weights-Initializer-pytorch

A module for making weights initialization easier in pytorch.

pytorch weight-initialization weight-initializers

UpdatedFeb 9, 2018
Python

minar09 /awesome-deep-learning-techniques

A curated list of awesome deep learning techniques for deep neural networks training, testing, optimization, regularization etc.

awesome deep-learning optimization curated sgd collections awesome-list segmentation regularization gradient-descent curated-list weight-initialization data-augmentation curated-lists awesome-lists curated-collections deep-learning-techniques

UpdatedMay 21, 2020

MoinDalvs /Neural_Networks_From_Scratch

Neural_Networks_From_Scratch

machine-learning deep-learning neural-network tensorflow optimizer neural-networks hyperparameter-optimization classification gradient-descent hyperparameter-tuning weight-initialization keras-neural-networks optimization-algorithms back-propagation activation-functions activation-function

UpdatedAug 27, 2022
Jupyter Notebook

MoinDalvs /Neural_Networks_Forest_Fire_Classification

PREDICT THE BURNED AREA OF FOREST FIRES WITH NEURAL NETWORKS

tensorflow neural-networks hyperparameter-optimization classification hyperparameter-tuning weight-initialization keras-classification-models binary-classification auc-roc-curve epochs dropout-layers

UpdatedAug 27, 2022
Jupyter Notebook

SafwanAlselwi /RNN-LSTM-SLR

Excel file and Python code used in the published SLR paper: RNN-LSTM: From Applications to Modeling Techniques and Beyond - Systematic Review

machine-learning deep-learning lstm hyperparameter-optimization rnn hyperparameter-tuning weight-initialization weight-initializers slr weight-optimization metaheuristic-algorithms systematic-review met-huristic

UpdatedNov 13, 2024
Jupyter Notebook

kvmanohar22 /DeepNets

How weight initialization affects forward and backward passes of a deep neural network

visualization deep-neural-networks deep-learning plot weight-initialization

UpdatedJun 10, 2017
Python

ReDeiPirati /deeplearning.ai

FloydHub porting of deeplearning.ai course assignments

deep-learning neural-network mooc tensorflow optimization numpy floydhub logistic-regression regularization weight-initialization assignments deep-neural-network gradient-check

UpdatedNov 6, 2017
Jupyter Notebook

yester31 /DL_Layer

Making a Deep Learning Framework with C++

transformer preprocess convolution deeplearning padding weight-initialization concat softmax pooling dense activation-functions fully-connected-layer eltwise

UpdatedAug 25, 2021
C++

PetropoulakisPanagiotis /Neural-Networks-Zero-to-Hero

Neural Networks: Zero to Hero. I completed the tutorial series by Andrej Karpathy

debugging computer-vision deep-learning neural-network numpy pytorch gradient-descent backpropagation weight-initialization pytorch-implementation

UpdatedSep 23, 2023
Jupyter Notebook

anilesh-prajapati /Deep-Learning-with-TensorFlow-Keras-and-PyTorch

Deep Learning with TensorFlow Keras and PyTorch

weight-initialization sigmoid-function shallow-net-in-tensorflow softmax-demo quadratic-cost cross-entropy-cost intermediate-net-in-tensorflow measuring-speed-of-learning deep-net-in-tensorflow regression-in-tensorflow regression-with-tensorboard lenet-in-tensorflow shallow-net-in-pytorch deep-net-in-pytorch lenet-in-tensorflow-for-fashion-mnist

UpdatedJul 31, 2023
Jupyter Notebook

AlaaSedeeq /Weight-Initialization-And-Choosing-Optimizer-PyTorch

Comapring different methods of weight initialization and optimizers using PyTorch

machine-learning deep-learning pytorch optimization-methods weight-initialization

UpdatedJun 6, 2022
Jupyter Notebook

bhattbhavesh91 /zero-weight-neural-network-demo

Why don't we initialize the weights of a neural network to zero?

deep-learning neural-network deep-learning-algorithms weight-initialization

UpdatedJul 6, 2022
Jupyter Notebook

mntalha /Efficient-Weight-Initializer

This repo will describe the preparation process of deep learning weights before the training to capture essential information about data fed

deep-neural-networks weight-initialization

UpdatedJun 2, 2024
Python

rusiru-erandaka /Data-Augmentation_Batch-Normalization_Weight-Initialization_Deeplearning

This repository showcases a structured and progressive approach to training a Convolutional Neural Network (CNN) for binary image classification (cats vs dogs).

batch-normalization weight-initialization data-augmentation cnn-classification weights-and-biases

UpdatedJun 15, 2025
Jupyter Notebook

nirogu /data-driven-init

Data driven initialization for neural network models

machine-learning deep-learning pytorch neural-networks weight-initialization

UpdatedJul 29, 2024
Jupyter Notebook

lauravoicu /playground

Playground for trials, attempts and small projects.

optimizer named-entity-recognition pos topic-modeling convolutional-neural-networks lda ner weight-initialization latent-dirichlet-allocation part-of-speech-tagging

UpdatedJun 14, 2021
Jupyter Notebook

Yashodhanvivek /Neural_Network_Scratch

This code implements neural network from scratch without using any library

machine-learning neural-network nn python3 scratch vectorization hidden-layers weight-initialization epoch adam-optimizer

UpdatedJan 8, 2022
Python

nmichlo /experiment-normalized-activations

Variance normalising pre-training of neural networks.

nn pytorch weight-initialization pytorch-lightning

UpdatedJun 22, 2021
Jupyter Notebook

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