weight-initialization

There are 0 repository under weight-initialization topic.

Niranjankumar-c / DeepLearning-PadhAI
All the code files related to the deep learning course from PadhAI
activation-functions cnn-classification he-initializer lstm-neural-networks python pytorch-cnn pytorch-tutorials weight-initialization xavier-initializer
Language:Jupyter Notebook 101
cognizant-ai-labs / autoinit
AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks
deep-learning python tensorflow weight-initialization
Language:Python 27
o-tawab / Weights-Initializer-pytorch
A module for making weights initialization easier in pytorch.
pytorch weight-initialization weight-initializers
Language:Python 17
minar09 / awesome-deep-learning-techniques
A curated list of awesome deep learning techniques for deep neural networks training, testing, optimization, regularization etc.
awesome awesome-list awesome-lists collections curated curated-collections curated-list curated-lists data-augmentation deep-learning deep-learning-techniques gradient-descent optimization regularization segmentation sgd weight-initialization
6
MoinDalvs / Neural_Networks_Forest_Fire_Classification
PREDICT THE BURNED AREA OF FOREST FIRES WITH NEURAL NETWORKS
auc-roc-curve binary-classification classification dropout-layers epochs hyperparameter-optimization hyperparameter-tuning keras-classification-models neural-networks tensorflow weight-initialization
Language:Jupyter Notebook 6
MoinDalvs / Neural_Networks_From_Scratch
Neural_Networks_From_Scratch
activation-functions back-propagation classification gradient-descent hyperparameter-optimization hyperparameter-tuning keras-neural-networks neural-networks optimizer tensorflow weight-initialization activation-function deep-learning machine-learning neural-network optimization-algorithms
Language:Jupyter Notebook 6
kvmanohar22 / DeepNets
How weight initialization affects forward and backward passes of a deep neural network
deep-learning visualization plot weight-initialization deep-neural-networks
Language:Python 4
ReDeiPirati / deeplearning.ai
FloydHub porting of deeplearning.ai course assignments
assignments deep-learning deep-neural-network floydhub gradient-check logistic-regression mooc neural-network numpy optimization regularization tensorflow weight-initialization
Language:Jupyter Notebook 2
PetropoulakisPanagiotis / Neural-Networks-Zero-to-Hero
Neural Networks: Zero to Hero. I completed the tutorial series by Andrej Karpathy
backpropagation computer-vision debugging deep-learning gradient-descent neural-network numpy pytorch pytorch-implementation weight-initialization
Language:Jupyter Notebook 1
SafwanAlselwi / RNN-LSTM-SLR
RNN-LSTM: From Applications to Modeling Techniques and Beyond - Systematic Review
deep-learning hyperparameter-optimization hyperparameter-tuning lstm machine-learning metaheuristic-algorithms rnn slr systematic-review weight-initialization weight-initializers weight-optimization met-huristic
1
yester31 / DL_Layer
Making a Deep Learning Framework with C++
deeplearning convolution padding eltwise activation-functions concat weight-initialization dense fully-connected-layer softmax transformer preprocess pooling
Language:C++ 1
anilesh-prajapati / Deep-Learning-with-TensorFlow-Keras-and-PyTorch
Deep Learning with TensorFlow Keras and PyTorch
sigmoid-function weight-initialization cross-entropy-cost deep-net-in-pytorch deep-net-in-tensorflow intermediate-net-in-tensorflow lenet-in-tensorflow lenet-in-tensorflow-for-fashion-mnist measuring-speed-of-learning quadratic-cost regression-in-tensorflow regression-with-tensorboard shallow-net-in-pytorch shallow-net-in-tensorflow softmax-demo
Language:Jupyter Notebook 0
MohammedSaqibMS / Initialization
This repository explores the impact of various weight initialization methods on a neural network's performance, comparing zero, random, and He initialization. It includes visualizations of cost function and decision boundaries.
ai deep-learning he-initialization machine-learning neural-networks weight-initialization
Language:Jupyter Notebook 0
priyadarshighosh / ANN_Everyday
Everything about Artificial Neural Network from Basic to Adavnced
logistic-regression loss-functions perceptron backpropagation dropout-layers early-stopping feature-scaling gradient-descent memoization mnist-handwriting-recognition vanishing-gradient activation-function batch-normalization hyperparameters optimizer reguarization weight-initialization expo-moving-average
Language:Jupyter Notebook 0
vicaaa12 / Deep-Neural-Networks
Neural Network
artificial-neural-networks auc-roc-curve batch-normalization callback crossvalidation dropout-layers earlystopping hyperparameter-tuning k-fold-cross-validation keras-classification-models keras-tensorflow multi-layer-perceptron regularization sequential-models weight-initialization weights-and-biases
Language:Jupyter Notebook 0
AlaaSedeeq / Weight-Initialization-And-Choosing-Optimizer-PyTorch
Comapring different methods of weight initialization and optimizers using PyTorch
deep-learning machine-learning optimization-methods pytorch weight-initialization
Language:Jupyter Notebook
bhattbhavesh91 / zero-weight-neural-network-demo
Why don't we initialize the weights of a neural network to zero?
deep-learning deep-learning-algorithms neural-network weight-initialization
Language:Jupyter Notebook
kalafus / MachineLearningCurves
MachineLearningCurves is a collection of abstract papers, insights, and research notes focusing on various topics in machine learning.
activation artificial-intelligence data-science deep-learning gradient-descent hyper-parameters introspection machine-learning meta-cognition ml-resources network-topology neural-networks normalization postprocessors preprocessors research-and-development tensor-algebra weight-initialization adaptive-introspection papers
lauravoicu / Playground
Playground for trials, attempts and small projects.
convolutional-neural-networks latent-dirichlet-allocation lda named-entity-recognition ner optimizer part-of-speech-tagging pos topic-modeling weight-initialization
Language: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
Language:Python
nirogu / data-driven-init
Data driven initialization for neural network models
deep-learning machine-learning neural-networks weight-initialization pytorch
Language:Jupyter Notebook
nmichlo / experiment-normalized-activations
Variance normalising pre-training of neural networks.
nn pytorch pytorch-lightning weight-initialization
Language:Jupyter Notebook
skj092 / Ann-Experiments
Use ML-FLOW and TensorFlow2.0(Keras) to record all the experiments on the Fashion MNIST dataset.
activation-functions batch-normalization weight-initialization gradient-descent ml-flow
Language:Jupyter Notebook
Yashodhanvivek / Neural_Network_Scratch
This code implements neural network from scratch without using any library
adam-optimizer epoch hidden-layers machine-learning neural-network nn python3 scratch vectorization weight-initialization
Language:Python

weight-initialization

Niranjankumar-c / DeepLearning-PadhAI

cognizant-ai-labs / autoinit

o-tawab / Weights-Initializer-pytorch

minar09 / awesome-deep-learning-techniques

MoinDalvs / Neural_Networks_Forest_Fire_Classification

MoinDalvs / Neural_Networks_From_Scratch

kvmanohar22 / DeepNets

ReDeiPirati / deeplearning.ai

PetropoulakisPanagiotis / Neural-Networks-Zero-to-Hero

SafwanAlselwi / RNN-LSTM-SLR

yester31 / DL_Layer

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

MohammedSaqibMS / Initialization

priyadarshighosh / ANN_Everyday

vicaaa12 / Deep-Neural-Networks

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

bhattbhavesh91 / zero-weight-neural-network-demo

kalafus / MachineLearningCurves

lauravoicu / Playground

mntalha / Efficient-Weight-Initializer

nirogu / data-driven-init

nmichlo / experiment-normalized-activations

skj092 / Ann-Experiments

Yashodhanvivek / Neural_Network_Scratch