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neural-network-from-scratch

Here are 39 public repositories matching this topic...

AayushSameerShah / Neural-Net-Zero-to-Hero-with-Andrej

This repository contains the collection of explorative notebooks pure in python and in the language that we, humans can read. Have tried to compile all lectures from the Andrej Karpathy's 💎 playlist on Neural Networks - which we will end up with building GPT.

deep-learning neural-network tokenizer pytorch transformer gpt nlg pytorch-tutorial educational-project andrej-karpathy pytorch-implementation zero-to-mastery neural-network-from-scratch zero-to-hero nanogpt gpt-from-scratch

Updated Apr 30, 2024
Jupyter Notebook

Frightera / Sample-Machine-Learning-Projects

Some example projects that was made using Tensorflow (mostly). This repository contains the projects that I've experimented-tried when I was new in Deep Learning.

natural-language-processing neural-network word2vec generative-adversarial-network autoencoder ensemble-learning transfer-learning nlp-machine-learning bert ensemble-classifier cifar-10 random-forest-classifier wordtovec probabilistic-neural-network resnet50 tensorflow-hub neural-network-from-scratch covid-19 deep-ensemble

Updated May 3, 2022
Jupyter Notebook

shayanalibhatti / Coding-neural_network-for-XOR-logic-from-scratch

In this repository, I implemented a proof of concept of all my theoretical knowledge of neural network to code a simple neural network for XOR logic function from scratch without using any machine learning library

machine-learning python3 neural-networks xor xor-neural-network machinelearning-python neural-network-from-scratch

Updated Jul 26, 2020
Jupyter Notebook

Irlll / neural-network-backpropagation-from-scratch-code-for-detecting-potential-obesity-

Step by Step Math Behind Multilayer Perceptron Neural Networks Backpropagation with Manual Code Python and Excel For Detecting Potential Obesity

neural-network backpropagation neural-network-python neural-network-architectures backpropagation-neural-network neural-network-from-scratch step-by-step-backpropagation math-behind-backpropagation backpropagation-python backpropagation-manual-code backpropagation-excel backpropagation-indonesia

Updated Sep 19, 2022
Python

Little-NeuralNetwork-Library

C-Coretex / Little-NeuralNetwork-Library

My first simple realization of Neural Network library by scratch, so you can use it in your projects (check the documentation in README). You can see an example how to use the library below.

machine-learning library csharp neural-network dll iteration teaching neural-networks image-recognition neurons neuralnetwork neuralnetworks synapses neural-network-framework neural-network-from-scratch neuralnetwork-creation neuron-layers

Updated Aug 29, 2020
C#

felipeadeildo / neural-network

Neural Network written from Scratch without libraries like tensorflow (documented)

python machine-learning neural-network scracth neural-network-from-scratch

Updated Jul 13, 2024
Jupyter Notebook

aflaag / random_search

A neural network model that can approximate any non-linear function by using the random search algorithm for the optimization of the loss function.

neural-network random-search neural-network-from-scratch random-search-algorithm

Updated Apr 4, 2022
Rust

ligerfotis / CSE6363_Machine_Learning

Machine Learning algorithms from-scratch implementation. It covers most Supervised and Unsupervised algorithms. Homework assignments and Projects for graduate level Machine Learning Course taught by Dr Manfred Huber at UTA during Spring 21

clustering ensemble-learning decision-trees support-vector-machines knn-classification logistic-regression-algorithm perceptron-learning-algorithm dendrogram poisson-regression logistic-regression-scratch linear-regression-scratch neural-network-from-scratch bagging-ensemble boosting-ensemble gaussian-naive-bayes-classification

Updated May 2, 2021
Python

nn-from-scratch

matheuscamposmt / nn-from-scratch

Development of a Neural Network from scratch to predict divorce in marriages.

python machine-learning neural-network numpy neural-networks from-scratch machine-learning-from-scratch sigmoid-function neural-network-from-scratch

Updated Aug 19, 2022
Python

golecalicja / language-recognition-neural-network

A single-layer neural network written from scratch that predicts the language of the text.

python nlp machine-learning natural-language-processing neural-network from-scratch nlp-machine-learning language-recognition classification-algorithm language-classification neural-network-from-scratch algorithm-from-scratch

Updated Apr 23, 2022
Python

TanyaChutani / Neural-Network-Numpy

Neural Network (Multiple layers) from scratch using Numpy.

deep-neural-networks neural-network numpy mnist neural-network-from-scratch

Updated Jul 22, 2020
Jupyter Notebook

Jerome12-Mc / Neural-Network-Training-Algorithms

Supervised learning training algorithms used for control of a CubeSat.

machine-learning neural-network controller matlab neural-networks control-systems cubesat neural-network-from-scratch

Updated Aug 25, 2022
MATLAB

GnomGad / simple-nn-classifier

Learn the basics of neural networks by training a model on XOR and AND operations

nodejs javascript machine-learning deep-learning beginner-project artificial-intelligence neural-networks model-training xor-neural-network binary-logic simple-neural-net neural-network-from-scratch beginner-project-in-javascript ai-basics xor-classification and-classification

Updated Aug 26, 2024
JavaScript

LuluW8071 / Neural-Network-From-Scratch-Using-Numpy

A linear neural network from scratch using Numpy for training MNIST Dataset

python deep-neural-networks numpy mnist-classification digit-recognition-mnist neural-network-from-scratch

Updated Mar 31, 2024
Python

SuperSecureHuman / Neural-Networks-From-Scratch

This repo goes on trying to explain and make a neural network from scratch, based on a book

python neural-network artificial-intelligence artificial-neural-networks neural-network-from-scratch

Updated Apr 19, 2022
Jupyter Notebook

Mayurd9 / NN-from-scratch

This is the code for a fully connected neural network. The code is written from scratch using Numpy, without using any ready-made deep learning library. In this, classification is done on the MNIST dataset. It is generalized to include various options for activation functions, loss functions, types of regularization, and output activation types.

python machine-learning deep-learning neural-network numpy mnist-classification gradient-descent ann backpropagation neural-networks-from-scratch fully-connected-deep-neural-network fully-connected-neural-network neural-network-from-scratch

Updated Jun 14, 2024
Jupyter Notebook

ericyangchen / simple-neural-network-from-scratch

Implementing neural network backpropagation from scratch with numpy

deep-learning neural-network numpy artificial-intelligence neural-network-from-scratch

Updated Apr 9, 2024
Python

RapDoodle / LightNeuNet-MATLAB

A lightweight neural network framework built for academic use.

matlab neural-networks deep-learning-framework neural-network-from-scratch

Updated Apr 17, 2022
MATLAB

Bhargavoza1 / simple-neural-network

I have implemented a Multilayer Perceptron from scratch, including the backpropagation algorithm for learning.

python numpy nuralnetwork neural-network-from-scratch

Updated Mar 3, 2024
Python

iitimii / Implementation-of-Neural-Net-in-Numpy

A from-scratch implementation of a flexible neural network using only NumPy. Features customizable layers, activations, and optimizers.

neural-network-from-scratch

Updated Sep 4, 2024
Jupyter Notebook

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