xavier-initializer

There are 0 repository under xavier-initializer topic.

Niranjankumar-c / DeepLearning-PadhAI
All the code files related to the deep learning course from PadhAI
python activation-functions weight-initialization xavier-initializer he-initializer cnn-classification lstm-neural-networks pytorch-cnn pytorch-tutorials
Language:Jupyter Notebook 100
hwalsuklee / tensorflow-mnist-MLP-batch_normalization-weight_initializers
MNIST classification using Multi-Layer Perceptron (MLP) with 2 hidden layers. Some weight-initializers and batch-normalization are implemented.
tensorflow mnist mnist-classification batch-normalization weight-initializers xavier he-initializer xavier-initializer he
Language:Python 54
hwalsuklee / numpy-neuralnet-exercise
Implementation of key concepts of neuralnetwork via numpy
neural-network deeplearning numpy cross-entropy-loss sgd relu mnist numpy-neuralnet-exercise regularization dropout xavier-initializer cnn
Language:Python 48
sharnam19 / Networks
Library which can be used to build feed forward NN, Convolutional Nets, Linear Regression, and Logistic Regression Models.
neural-network convolutional-neural-networks adam-optimizer gradient-descent affine-layer softmax-layer relu-layer padding-layer loss-layers convolutional-layers xavier-initializer regularization rmsprop adagrad batch-normalization mse
Language:Python 5
bhattbhavesh91 / xavier-initialization-walkthrough
A repository to show how Xavier initialization in Neural Networks help to initialize the weights of the network with random values that are not too small and not too large.
xavier-initializer keras neural-network keras-tensorflow keras-neural-networks xavier-initialization neural-networks advantages
Language:Jupyter Notebook 4
kshitijzutshi / INFO6105-CNN-Assignment
My extensive work on Multiclass Image classification based on Intel image classification dataset from Kaggle and Implemented using Pytorch 🔦
pytorch pytorch-implementation pytorch-cnn image-classification kaggle intel-image-classification relu-activation elu-activation xavier-initializer kaiminghe adam-optimizer sgd-optimizer crossentropyloss nll-loss
Language:Jupyter Notebook 2
snehalvartak / MNIST
Fully connected network on MNIST data using Tensorflow
adam-optimizer deep-learning deep-neural-networks pca tensorflow tsne xavier-initializer
Language:Jupyter Notebook 2
andy1122 / Improving-Deep-Neural-Networks-Hyperparameter-tuning-Regularization-and-Optimization
python ipython-notebook hyperparameter-optimization tensorflow adam-optimizer xavier-initializer
Language:Jupyter Notebook 1
BasicDNN
mmaric27 / BasicDNN
Generic L-layer 'straight in Python' fully connected Neural Network implementation using numpy.
deep-neural-network python numpy l-layer-neural-network sigmoid relu leaky-relu tanh softmax gradient-descent mini-batch-gradient-descent adam-optimizer momentum-optimization-algorithm l2-regularization drop-out-layer weights-initialization xavier-initializer he-initializer fully-connected-network neural-network
Language:Python 1
MokoSan / XavierInitializationExperiments
Experiments with Tensorflow to Replicate Experiments for the Xavier Initialization Deep Learning Optimization
deep-learning xavier-initializer optimization
Language:Jupyter Notebook 1
coro101 / MNIST-handwriting-recognition
3-layer linear neural network to classify the MNIST dataset using the TensorFlow
mnist-classification tensorflow python3 mini-batch-gradient-descent adam-optimizer xavier-initializer neural-network
Language:Python 0
echatzidaki / Facial_Keypoint_Detection
A facial keypoint detection system.
cv2 matplotlib python3 pytorch cpu gpu cnn xavier-initializer adam-optimizer smoothl1loss haar-cascade
Language:Jupyter Notebook 0
sugaith / my-neural-network
My beautiful Neural Network made from scratch and love. It plays the game Flappy-Birds flawlessly, in 3 to 9 generations!!
activation-functions ai flappy-bird-game genetic-algorithm gradient-descent machine-learning neural-networks neuroevolution perceptron sgd sigmoid-activation xavier-initializer xor
Language:Python 0
maryamsoftdev / Xavier-Initialization
Xavier Initialization in Deep Learning
deep-learning pytorch-tutorial xavier-initializer
Language:Jupyter Notebook
pskrunner14 / neural-networks
Neural Network from Scratch with Python
backpropagation neural-network neural-networks-from-scratch numpy rmsprop softmax-classification xavier-initializer
Language:Python