numpy-neural-network | Topic | Ecosyste.ms: Repos

Topic: "numpy-neural-network"

AkiRusProd/numpy-nn-model

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

Language: Python - Size: 335 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 72 - Forks: 5

theroyakash/Adam

Implementation of Adam Optimization algorithm using Numpy

Language: Jupyter Notebook - Size: 128 KB - Last synced at: 2 months ago - Pushed at: over 5 years ago - Stars: 20 - Forks: 5

samrere/pytortto

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

Language: Python - Size: 9.38 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 19 - Forks: 1

souravs17031999/NeuralNets-Pure-Python

Nice place to start seeing matrices shapes ! Great place for beginners to understand neural networks computation

Language: Jupyter Notebook - Size: 1.58 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 0

thedvlprguy/Pycamp

Language: Jupyter Notebook - Size: 85 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

Amith225/NeuralNetworksAndTopologies

Implementation of artificial neural networks

Language: Jupyter Notebook - Size: 38.2 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

Karan-Malik/RestrictedBoltzmannMachine

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

Language: Python - Size: 19.4 MB - Last synced at: 4 months ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 1

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.

Language: Python - Size: 943 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 1

Lacrymosaa/Genesect-TCC

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

Language: Python - Size: 43 KB - Last synced at: 6 days ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

InCogNiTo124/recursive-sgd 📦

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

Language: Python - Size: 192 KB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

mohd-faizy/Learn_Numpy

NumPy (short for Numerical Python) is a powerful Python library used for working with arrays, matrices, and numerical computations.

Language: Jupyter Notebook - Size: 1.02 MB - Last synced at: 4 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 1

bfleming2/soccer-ball-and-player-object-detection

Computer vision project that utilized openCV to detect a soccer ball and players in a livestream of a soccer game.

Language: Python - Size: 9.94 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

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 :-)

Language: Jupyter Notebook - Size: 680 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

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 :-)

Language: Jupyter Notebook - Size: 30.3 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

akutzer/numpy_cnn

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

Language: Python - Size: 27.8 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

kreciszj/mnist-neural-network

NumPy-based feed-forward neural network

Language: Python - Size: 41.2 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 1.15 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0