一文彻底搞懂BP算法：原理推导+数据演示+项目实战
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Jul 2, 2019 - Python
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backpropagation-algorithm
Here are 31 public repositories matching this topic...
Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation
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Apr 4, 2021 - Python
Back Propagation, Python
neural-network backpropagation-learning-algorithm backpropagation handwriting-recognition backpropagation-algorithm
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Jun 28, 2011 - Python
Minimalist deep learning library with first and second-order optimization algorithms made for educational purpose
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Aug 1, 2023 - Python
Neural network/Back Propagation implemented from scratch for MNIST.从零开始实现神经网络和反向传播算法，识别MNIST
neural-network mnist mnist-classification convolutional-neural-networks backpropagation backpropagation-algorithm mnist-handwriting-recognition
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Nov 3, 2017 - Python
Mapping Spike Activities with Multiplicity, Adaptability, and Plasticity into Bio-Plausible Spiking Neural Networks
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Dec 24, 2022 - Python
MNIST Classification using Neural Network and Back Propagation. Written in Python and depends only on Numpy
neural-network numpy mnist-classification digit-recognition backpropagation-algorithm batchnorm trained mnist-handwriting-recognition onlynumpy
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Jan 31, 2018 - Python
Implementation of different neural networks with back-propagation logic.
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Jul 5, 2025 - Python
Implementation of the back-propagation algorithm using only the linear algebra and other mathematics tool available in numpy and scipy.
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Sep 23, 2020 - Python
Demonstration of the mini-lab (practical) component activities conducted for the course of Neural Networks and Deep Learning (19CSE456).
recurrent-neural-networks restricted-boltzmann-machine convolutional-neural-networks backpropagation-algorithm
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Jul 23, 2023 - Python
Using only numpy in Python, a neural network with a forward and backward method is used to classify given points (x1, x2) to a color of red or blue.
python machine-learning ai neural-network machine-learning-algorithms backpropagation-learning-algorithm backpropagation backpropagation-algorithm backprop backpropagation-neural-network
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Jan 30, 2022 - Python
Multivariate Regression and Classification Using a Feed-Forward Neural Network and Gradient Descent Optimization.
python regression classification multivariate feedforward-neural-network l2-regularization backpropagation-algorithm gradient-descent-optimizer
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Oct 27, 2021 - Python
Auto Propagation System for Complex Neural Networks of Luma Python library
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Oct 28, 2024 - Python
Neural Network implementation with Numpy
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Jun 25, 2022 - Python
Simple Backpropagation for Customer Care. Demonstrates how backpropagation can be used to train a basic neural network for customer care response prediction.
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Oct 4, 2025 - Python
Automatic backpropagation implemented in numpy,
ai deep-learning neural-network pytorch artificial-intelligence gradient-descent backpropagation backpropagation-algorithm adam-optimizer
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Oct 6, 2024 - Python
Implementing the backpropagation algorithm for Neural Networks
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Jan 10, 2018 - Python
[RU] Обучение многослойного перцептрона с одним скрытым слоем методом обратного распространения ошибки. [EN] Training of a multilayer perceptron with one hidden layer by the back-propagating errors method.
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Jul 1, 2023 - Python
Multi-Layer Perceptron Implementation
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Mar 13, 2025 - Python
A mini-Library consisting of the implementation of classes/functions useful for Machine Learning Applications.
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Feb 22, 2025 - Python
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