numpy-neuralnet-exercise

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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 backpropagation numpy-neuralnet-exercise

UpdatedAug 4, 2019
Python

hwalsuklee /numpy-neuralnet-exercise

Star48

Implementation of key concepts of neuralnetwork via numpy

neural-network numpy cnn dropout mnist sgd regularization deeplearning xavier-initializer relu cross-entropy-loss numpy-neuralnet-exercise

UpdatedFeb 6, 2018
Python

AyushExel /Neo

Star44

Deep learning library in python from scratch

machine-learning deep-learning neural-network numpy artificial-intelligence machine-learning-coursera deep-learning-tutorial numpy-tutorial machine-learning-tutorials numpy-neuralnet-exercise neural-network-builder neural-networks-from-scratch

UpdatedSep 8, 2022
Python

cedrickchee /neural-network-in-13-lines

Star10

A neural network in 13 lines of Python.

neural-network backpropagation minimalistic key-concepts numpy-neuralnet-exercise

UpdatedFeb 6, 2018
Python

GdMacmillan /LensFlare

Star1

Python repository for deep learning using Tensorflow and Numpy

machine-learning deep-neural-networks tensorflow-examples numpy-neuralnet-exercise sklearn-tensorflow-ml

UpdatedJun 11, 2019
Python

InCogNiTo124 /recursive-sgd

Sponsor

Star1

A proof of concept of a recursion doing stochastic gradient descent for a simple neural network. Done in Python3 with numpy

python cli optimization numpy proof recursion gradient stochastic-gradient-descent numpy-neuralnet-exercise numpy-neural-network csv-dataset

UpdatedAug 19, 2024
Python

tranlethaison /NumpyNeuralNet

Star0

Neural Networks and training algorithms in Numpy, for learning purpose.

ai neural-network numpy numpy-neuralnet-exercise numpy-neural-network

UpdatedSep 18, 2020
Python

rajathpatel23 /ml_algo_numpy

Star0

Machine learning algorithm implemented from scratch in python

neural-network machine-learning-algorithms adadelta gradient-descent decision-trees adagrad numpy-neuralnet-exercise

UpdatedDec 28, 2020
Python

jsteng19 /MNIST_Neural_Net

Star0

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.

machine-learning computer-vision neural-network numpy mnist mnist-classification mnist-image-dataset mnist-handwriting-recognition numpy-neuralnet-exercise