numpy-neuralnet-exercise

There are 2 repositories under numpy-neuralnet-exercise topic.

yuanxiaosc / Theoretical-Proof-of-Neural-Network-Model-and-Implementation-Based-on-Numpy
This resource implements a deep neural network through Numpy, and is equipped with easy-to-understand theoretical derivation, mainly for the in-depth understanding of neural networks. 神经网络模型的理论证明与基于Numpy的实现。
proof-of-concept neural-network numpy-neuralnet-exercise backpropagation
Language:Python 77
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
AyushExel / Neo
Deep learning library in python from scratch
deep-learning machine-learning machine-learning-coursera machine-learning-tutorials deep-learning-tutorial neural-network neural-networks-from-scratch artificial-intelligence neural-network-builder numpy numpy-tutorial numpy-neuralnet-exercise
Language:Python 44
cedrickchee / neural-network-in-13-lines
A neural network in 13 lines of Python.
neural-network minimalistic key-concepts backpropagation numpy-neuralnet-exercise
Language:Python 8
GdMacmillan / LensFlare
Python repository for deep learning using Tensorflow and Numpy
machine-learning deep-neural-networks tensorflow-examples numpy-neuralnet-exercise sklearn-tensorflow-ml
Language:Python 1
InCogNiTo124 / recursive-sgd
A proof of concept of a recursion doing stochastic gradient descent for a simple neural network. Done in Python3 with numpy
recursion numpy numpy-neural-network numpy-neuralnet-exercise stochastic-gradient-descent csv-dataset proof gradient python cli optimization
Language:Python 1
jsteng19 / MNIST_Neural_Net
This is an educational project intended to classify handwritten digits from the MNIST database using only native Python and the NumPy library. Pillow (PIL fork) was used to display the handwritten images for demonstration purposes.
mnist mnist-classification mnist-handwriting-recognition mnist-image-dataset neural-network computer-vision machine-learning numpy numpy-neuralnet-exercise
Language:Python 0
K1shor3 / MLP-from-scratch
mnist-classification neural-networks numpy-neuralnet-exercise
Language:Jupyter Notebook 0
tranlethaison / NumpyNeuralNet
Neural Networks and training algorithms in Numpy, for learning purpose.
ai numpy neural-network numpy-neural-network numpy-neuralnet-exercise
Language:Python 0
rajathpatel23 / ml_algo_numpy
Machine learning algorithm implemented from scratch in python
adadelta adagrad decision-trees gradient-descent machine-learning-algorithms neural-network numpy-neuralnet-exercise
Language:Python