#
neural-network-from-scratch
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32 public repositories
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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.
Updated
Apr 30, 2024
Jupyter Notebook
Implementing neural network backpropagation from scratch with numpy
Updated
Apr 9, 2024
Python
A linear neural network from scratch using Numpy for training MNIST Dataset
Updated
Mar 31, 2024
Python
I have implemented a Multilayer Perceptron from scratch, including the backpropagation algorithm for learning.
Updated
Mar 3, 2024
Python
This repository contains the assignments of Artificial Intelligence course at Sharif University of Technology.
Updated
Nov 19, 2023
Jupyter Notebook
Neural Network from scratch
Updated
Aug 4, 2023
Jupyter Notebook
Updated
Jul 5, 2023
Python
🚀 Building a simple Neural Network to classify the images of the Fashion-MNIST dataset, using only NumPy and no TensorFlow, Keras, or PyTorch.
Updated
Jun 22, 2023
Jupyter Notebook
My Implementation of well known DL architectures using PyTorch
Updated
Jun 14, 2023
Python
Simple neural network with backpropagation training
Ben Gurion University "Deep Learning (372.2.6101)" course assignments & solutions
Updated
Mar 16, 2023
Jupyter Notebook
An educational neural network visualization tool. Includes 2D input / output, heatmap, 3d output, and error graphing.
Updated
Feb 20, 2023
Python
An educational neural network library written using python, numpy, and minimal scipy functions
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Feb 20, 2023
Python
Implemented a Neural Network from scratch using NumPy. Deep Neural Network Course Project
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Oct 31, 2022
Jupyter Notebook
Step by Step Math Behind Multilayer Perceptron Neural Networks Backpropagation with Manual Code Python and Excel For Detecting Potential Obesity
Updated
Sep 19, 2022
Python
Image classification Neural network made from scratch
Updated
Sep 8, 2022
Jupyter Notebook
Supervised learning training algorithms use for control of a CubeSat.
Updated
Aug 25, 2022
MATLAB
Development of a Neural Network from scratch to predict divorce in marriages.
Updated
Aug 19, 2022
Python
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.
Updated
May 3, 2022
Jupyter Notebook
A single-layer neural network written from scratch that predicts the language of the text.
Updated
Apr 23, 2022
Python
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