numpy-neural-network

There are 5 repositories under numpy-neural-network topic.

AkiRusProd / numpy-nn-model
Сustom torch style machine learning framework with automatic differentiation implemented on numpy, allows build GANs, VAEs, etc.
numpy-model neural-network gan vae deep-learning machine-learning convolutional-neural-network generative-adversarial-network variational-autoencoder autoencoder mnist numpy-neural-network autograd auto-diff autodiff automatic-differentiation auto-differentiation
Language:Python 59
theroyakash / Adam
Implementation of Adam Optimization algorithm using Numpy
deep-learning adam-optimizer machine-learning algorithms python3 numpy numpy-neural-network
Language:Jupyter Notebook 18
samrere / pytortto
deep learning from scratch. uses numpy/cupy, trains in GPU, follows pytorch API
autograd cupy deep-learning gpu machine-learning machine-learning-from-scratch neural-network numpy numpy-neural-network neural-networks-from-scratch
Language:Python 17
NeuralNets-Pure-Python
souravs17031999 / NeuralNets-Pure-Python
Nice place to start seeing matrices shapes ! Great place for beginners to understand neural networks computation
machine-learning deep-learning neural-networks matrix-multiplication matrix-calculations matrices python numpy numpy-neural-network udacity udacity-deep-learning neural-network jupyter-notebook
Language:Jupyter Notebook 9
Amith225 / NeuralNetworksAndTopologies
Implementation of artificial neural networks
neural-network machine-learning artificial-neural-networks numpy-neural-network neural-networks-from-scratch
Language:Jupyter Notebook 4
Capsar / python-neural-network
A simple fully connected feed forward neural network written in python from scratch using numpy & optimized using numba. It is possible to have multiple hidden layers, change amount of neurons per layer & have a different activation function per layer.
python neural-network neuralnetwork numpy numpy-neural-network numpy-numba python-numpy python-numba numba c-code c-plus-plus
Language:Python 3
Karan-Malik / RestrictedBoltzmannMachine
Python3 implementation of the Unsupervised Deep Learning Algorithm, Restricted Boltzmann Machine.
deep-learning deep-neural-networks deep-learning-algorithms unsupervised-learning unsupervised-machine-learning unsupervised-learning-algorithms unsupervised-deep-learning boltzmann-machines restricted-boltzmann-machine python3 python pytorch pytorch-implementation numpy numpy-neural-network torch artificial-intelligence artificial-neural-networks
Language:Python 3
ascendantaditya / Pycamp
javascript machine machine-learning machine-learning-algorithms numpy numpy-arrays numpy-library numpy-neural-network pandas pandas-dataframe pandas-library pandas-python pandas-tutorial
Language:Jupyter Notebook 2
bfleming2 / Soccer-Object-Detection-Application
Computer vision project that utilized openCV to detect a soccer ball and players in a livestream of a soccer game.
contour-detection numpy-neural-network object-detection opencv python
Language:Python 2
aabritidutta / wheat-seeds-clasification
Classifies different types of wheat seeds by Artificial Neural Network using Numpy.
classification artificial-neural-networks feedforward-neural-network stochastic-gradient-descent numpy-neural-network
Language:Jupyter Notebook 1
akutzer / numpy_cnn
Small NeuralNet-Framework implemented with NumPy (Convolution|TransposeConv|Linear)
convolution transposedconvolution numpy-neural-network pooling numpy
Language:Python 1
Arity-T / convolution-nn-from-scratch
I made LeNet5 (one of the first convolution neural networks) in plain NumPy to classify digits from the MNIST dataset! Accuracy reaches 91.5% after one epoch :-)
python numpy-neural-network mnist from-scratch convolutional-neural-network
Language:Jupyter Notebook 1
Arity-T / fully-connected-nn-from-scratch
I made fully connected neural network in plain NumPy to classify digits from the MNIST dataset! It achieves 95% accuracy :-)
python numpy-neural-network mnist from-scratch fully-connected-network
Language:Jupyter Notebook 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
cli csv-dataset gradient numpy numpy-neural-network numpy-neuralnet-exercise optimization proof python recursion stochastic-gradient-descent
Language:Python 1
Lacrymosaa / Genesect-TCC
TCC do curso de Análise e Desenvolvimento de Sistemas - FATEC - A Utilização de Algoritmos Genéticos na Otimização de Problemas
genetic-algorithm numpy-neural-network python simulator
Language:Python 1
mohd-faizy / Learn_Numpy
NumPy (short for Numerical Python) is a powerful Python library used for working with arrays, matrices, and numerical computations.
array-manipulations numpy numpy-arrays numpy-matrix numpy-neural-network numpy-python numpy-tutorial
Language:Jupyter Notebook 1
abrbird / NNNumpy
Neural networks
artificial-neural-networks convolutional-neural-networks mlp numpy-neural-network batchnormalization convolution2d relu arctan maxpool2d softmax neuralnetwork
Language:Python 0
ayushm-agrawal / ml-algorithms-numpy
Fundamental Machine Learning Algorithms implemented from scratch. This is an on going repository and will be updated in future.
colab-notebook numpy-neural-network machine-learning-algorithms knearest-neighbor-algorithm linear-regression
Language:Jupyter Notebook 0
B0s0 / Dimag
Dimag, Nepali for the brain is an object-oriented neural network framework developed by me using python3.
neural-network neural-networks framework python numpy ai nnfs mnist-fashion-classification softmax sigmoid-activation relu-activation derivatives numpy-neural-network cnn sgd-optimizer rmsprop adam-optimizer adagrad
Language:Python 0
jakub-krecisz / mnist-neural-network
NumPy-based feed-forward neural network
mnist-handwriting-recognition neural-network numpy-neural-network mnist-classifier numpy
Language:Python 0
JanAndrosiuk / CNN-in-NumPy
CNN model for MNIST dataset implemented from scratch using NumPy
image-classification mnist-dataset convolutional-neural-networks cnn numpy-neural-network machine-learning
Language:Python 0
sahil210695 / convolution-evolution
This is to see how a kernel will convolve over an image and what will be its output after convolution
python cnn convolutional-neural-networks image-processing image-kernel streamlit numpy numpy-neural-network data-science
Language:Python 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
WenrrrBeth / classification-MNISTDD
Trained deep neural networks to predict and classify input image (MNISTDD) datasets with python.
classification classification-mnistdd bounding-boxes datasets digits dnn mnist-classification mnist mnist-handwriting-recognition image-classification image-detection intersection-over-union machine-learning mnist-model python pytorch pytorch-cnn numpy numpy-neural-network neural-network
Language:Python 0
andreiliphd / numpy-neural-network
Implementation of a simple neural network in numpy.
numpy-neural-network
Language:Python
crypto-code / Math-of-Neural-Networks
Create a few popular Neural Networks from scratch using just Numpy
denoising-autoencoders gan gru lstm mlp neural-network numpy numpy-neural-network rnn
Language:Jupyter Notebook
lucs100 / soplenet
A simple homebrew neural network created for MTE 203.
ai cifar10 neuralnetwork numpy-neural-network
Language:Python
RonakMehta21 / FastAI-Keras-Colabs
fastai keras-tensorflow cifar10-classification mnist-handwriting-recognition image-collection fashion-mnist-dataset resnet-34 resnet50 convolutional-neural-networks numpy-neural-network
Language:Jupyter Notebook
yriyazi / Neural-Network-Implementation-from-Scratch-using-NumPy
This repository contains an implementation of a neural network from scratch using only NumPy, a fundamental library for numerical computing in Python. The neural network is designed to perform tasks such as classification, regression, or any other supervised learning problem.
neural-networks-from-scratch numpy-arrays numpy-neural-network
Language:Jupyter Notebook

numpy-neural-network

AkiRusProd / numpy-nn-model

theroyakash / Adam

samrere / pytortto

souravs17031999 / NeuralNets-Pure-Python

Amith225 / NeuralNetworksAndTopologies

Capsar / python-neural-network

Karan-Malik / RestrictedBoltzmannMachine

ascendantaditya / Pycamp

bfleming2 / Soccer-Object-Detection-Application

aabritidutta / wheat-seeds-clasification

akutzer / numpy_cnn

Arity-T / convolution-nn-from-scratch

Arity-T / fully-connected-nn-from-scratch

InCogNiTo124 / recursive-sgd

Lacrymosaa / Genesect-TCC

mohd-faizy / Learn_Numpy

abrbird / NNNumpy

ayushm-agrawal / ml-algorithms-numpy

B0s0 / Dimag

jakub-krecisz / mnist-neural-network

JanAndrosiuk / CNN-in-NumPy

sahil210695 / convolution-evolution

tranlethaison / NumpyNeuralNet

WenrrrBeth / classification-MNISTDD

andreiliphd / numpy-neural-network

crypto-code / Math-of-Neural-Networks

lucs100 / soplenet

RonakMehta21 / FastAI-Keras-Colabs

yriyazi / Neural-Network-Implementation-from-Scratch-using-NumPy