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numpy-neural-network

Here are 17 public repositories matching this topic...

AkiRusProd / numpy-nn-model

Сustom torch style machine learning framework with automatic differentiation implemented on numpy, allows build GANs, VAEs, etc.

machine-learning deep-learning neural-network automatic-differentiation autograd generative-adversarial-network gan mnist autoencoder vae convolutional-neural-network auto-differentiation variational-autoencoder autodiff numpy-neural-network auto-diff numpy-model

Updated Apr 25, 2025
Python

samrere / pytortto

deep learning from scratch. uses numpy/cupy, trains in GPU, follows pytorch API

machine-learning deep-learning neural-network gpu numpy autograd machine-learning-from-scratch cupy neural-networks-from-scratch numpy-neural-network

Updated Sep 5, 2023
Python

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 c-plus-plus neural-network numpy python-numpy numba neuralnetwork c-code numpy-neural-network numpy-numba python-numba

Updated Apr 17, 2023
Python

Karan-Malik / RestrictedBoltzmannMachine

Python3 implementation of the Unsupervised Deep Learning Algorithm, Restricted Boltzmann Machine.

python deep-neural-networks deep-learning numpy torch python3 pytorch artificial-intelligence deep-learning-algorithms artificial-neural-networks restricted-boltzmann-machine boltzmann-machines unsupervised-learning unsupervised-learning-algorithms unsupervised-machine-learning pytorch-implementation unsupervised-deep-learning numpy-neural-network

Updated Jun 1, 2020
Python

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.

python opencv object-detection contour-detection numpy-neural-network

Updated Sep 4, 2023
Python

akutzer / numpy_cnn

Small NeuralNet-Framework implemented with NumPy (Convolution|TransposeConv|Linear)

numpy convolution pooling transposedconvolution numpy-neural-network

Updated Feb 2, 2020
Python

InCogNiTo124 / recursive-sgd

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

Updated Aug 19, 2024
Python

Lacrymosaa / Genesect-TCC

TCC do curso de Análise e Desenvolvimento de Sistemas - FATEC - A Utilização de Algoritmos Genéticos na Otimização de Problemas

python simulator genetic-algorithm numpy-neural-network

Updated Feb 4, 2025
Python

WenrrrBeth / classification-MNISTDD

Trained deep neural networks to predict and classify input image (MNISTDD) datasets with python.

Updated May 9, 2021
Python

JanAndrosiuk / CNN-in-NumPy

CNN model for MNIST dataset implemented from scratch using NumPy

machine-learning cnn mnist-dataset image-classification convolutional-neural-networks numpy-neural-network

Updated Mar 16, 2022
Python

lucs100 / soplenet

A simple homebrew neural network created for MTE 203.

ai neuralnetwork cifar10 numpy-neural-network

Updated Jul 28, 2023
Python

B0s0 / Dimag

Dimag, Nepali for the brain is an object-oriented neural network framework developed by me using python3.

python framework ai neural-network numpy cnn neural-networks derivatives adagrad rmsprop softmax adam-optimizer sgd-optimizer numpy-neural-network nnfs sigmoid-activation relu-activation mnist-fashion-classification

Updated Oct 21, 2021
Python

abrbird / NNNumpy

Neural networks

artificial-neural-networks convolutional-neural-networks mlp neuralnetwork convolution2d softmax arctan relu numpy-neural-network batchnormalization maxpool2d

Updated May 26, 2022
Python

sahil210695 / convolution-evolution

This is to see how a kernel will convolve over an image and what will be its output after convolution

python data-science numpy image-processing cnn convolutional-neural-networks image-kernel numpy-neural-network streamlit

Updated Jul 27, 2020
Python

kreciszj / mnist-neural-network

NumPy-based feed-forward neural network

neural-network numpy mnist-classifier mnist-handwriting-recognition numpy-neural-network

Updated Feb 3, 2024
Python

andreiliphd / numpy-neural-network

Implementation of a simple neural network in numpy.

numpy-neural-network

Updated Feb 12, 2019
Python

tranlethaison / NumpyNeuralNet

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

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

Updated Sep 18, 2020
Python

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