neural-networks-from-scratch

There are 7 repositories under neural-networks-from-scratch topic.

ADGEfficiency / teaching-monolith
Data science teaching materials
backpropagation bash git neural-networks-from-scratch numpy python statistics teaching-materials test-driven-development
Language:Jupyter Notebook 152
mohammad-ghaderi / mnist-asm-nn
A complete neural network built entirely in x86 assembly language that learns to recognize handwritten digits from the MNIST dataset. No frameworks, no high-level languages - just pure assembly - ~5.3× faster than NumPy
assembly from-scratch mnist-classification neural-network neural-networks-from-scratch backpropagation deep-learning-from-scratch low-level-programming x86-assembly
Language:Assembly 146
Ameobea / neural-network-from-scratch
A neural network library written from scratch in Rust along with a web-based application for building + training neural networks + visualizing their outputs
neural-network rust webassembly gradient-descent backpropagation neural-networks neural-networks-from-scratch wasm-bindgen wasm simd data-visualization
Language:Rust 137
chizkidd / Karpathy-Neural-Networks-Zero-to-Hero
Detailed python notes & code for lectures and exercises of Andrej Karpathy's course "Neural Networks: Zero to Hero." The course is focused on building neural networks from scratch.
deep-learning educational gpt jupyter-notebook language-model micrograd neural-network neural-networks-from-scratch python pytorch pytorch-implementation pytorch-tutorial tokenizer transformer zero-to-hero andrej karpathy lecture nlp nn-zero-to-hero
Language:Jupyter Notebook 75
micrograd-ts
trekhleb / micrograd-ts
🤖 A TypeScript version of karpathy/micrograd — a tiny scalar-valued autograd engine and a neural net on top of it
javascript machine-learning neural-networks neural-networks-from-scratch typescript
Language:TypeScript 71
csukuangfj / OpenCNN
An Open Convolutional Neural Network Framework in C++ From Scratch
cnn opencnn deep-learning neural-networks-from-scratch
Language:C++ 66
AyushExel / Neo
Deep learning library in python from scratch
deep-learning machine-learning machine-learning-coursera machine-learning-tutorials deep-learning-tutorial neural-network neural-networks-from-scratch artificial-intelligence neural-network-builder numpy numpy-tutorial numpy-neuralnet-exercise
Language:Python 45
mctrinh / neural-networks-from-scratch
Neural Networks from Scratch in Python crafted for utilization as teaching resources in graduate courses (Deep Learning, Deep Learning for Computer Vision) delivered by Minh-Chien Trinh at Jeonbuk National University.
ai artificial-intelligence artificial-neural-networks computer-vision deep-learning deep-learning-for-computer-vision machine-learning neural-network neural-networks-from-scratch
Language:Jupyter Notebook 31
matciotola / Lambda-PNN
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity
cnn deep-learning multispectral neural-network neural-networks neural-networks-from-scratch pansharpening pytorch remote-sensing unsupervised-deep-learning geoeye-1 worldview-2 worldview-3
Language:Python 30
mytechnotalent / HNN
A step-by-step walkthrough of the inner workings of a simple neural network. The goal is to demystify the calculations behind neural networks by breaking them down into understandable components, including forward propagation, backpropagation, gradient calculations, and parameter updates.
ai ai-education ai-training machine-learning neural neural-network neural-networks neural-networks-from-scratch pytorch stem
Language:Jupyter Notebook 29
wlxiong / learn-ml-the-hard-way
Learn machine learning the hard way
machine-learning logistic-regression linear-regression neural-networks-from-scratch
Language:Terra 28
CarloWood / machine-learning
My first ML sandbox
cpp cpp20 neural-networks tensorflow machine-learning machinelearning neural-network neural-networks-from-scratch neuralnetwork neuralnetworks tensorflow2
Language:C++ 27
samrere / pytortto
deep learning from scratch. uses numpy/cupy, trains in GPU, follows pytorch API
autograd cupy deep-learning gpu machine-learning machine-learning-from-scratch neural-network numpy numpy-neural-network neural-networks-from-scratch
Language:Python 21
NeuNet
Abhinavexists / NeuNet
Implementation of feedforward-backpropagated Neural Network from Scratch
neural-network python neural-networks-from-scratch
Language:Python 20
mathspp / nnfwp
Neural Networks Fundamentals with Python – implementing neural networks from scratch
machine-learning machine-learning-tutorials neural-network neural-networks-from-scratch neural-networks python python3 deep-learning
Language:Python 18
alirezakazemipour / NN-Without-Frameworks
Let's build Neural Networks from scratch.
neural-networks neural-networks-from-scratch
Language:Python 16
Neural
Lemniscate-world / Neural
Neural is a domain-specific language (DSL) designed for defining, training, debugging, and deploying neural networks. With declarative syntax, cross-framework support, and built-in execution tracing (NeuralDbg), it simplifies deep learning development.
automation data-science data-visualization diagrams dsl hyperparameter-optimization lark llms machine-learning neural-architecture-search neural-networks neural-networks-and-deep-learning neural-networks-from-scratch nocode onnx pytorch tensorflow visual-programming-language visualization
Language:HTML 15
milesgranger / pyrus-nn
Lightweight, easy to use, micro neural network framework written in Rust w/ no python dependencies
machine-learning rust rust-lang python neural-network neural-networks-from-scratch
Language:Rust 15
josephjaspers / blackcat_tensors
Matrix-Vector Library Designed for Neural Network Construction. cuda (gpu) support, openmp (multithreaded cpu) support, partial support of BLAS, expression template based implementation PTX code generation identical to hand written kernels, and support for auto-differentiation
machine-learning neuralnetworks linear-algebra blas gpu-support cuda openmp neuralnetwork-construction gpu blackcat-tensors bct neural-networks neural-networks-from-scratch neural-networks-and-deep-learning
Language:C++ 13
sophiaas / simple-neural-nets
Learn to build neural networks from scratch, simply. No autograd, no deep learning libraries - just numpy.
deep-learning numpy neural-networks neural-networks-from-scratch deep-neural-networks convolutional-neural-networks recurrent-neural-networks
Language:Python 11
S0852306 / Surface-Fitting-Neural-Networks
Neural nets for high accuracy multivariable nonlinear regression.
deep-learning mnist neural-networks-from-scratch nonlinear-regression numerical-optimization surface-fitting
Language:MATLAB 10
anh-nn01 / Neural-Network-from-Scratch--Hand-written-Digits-classifier
This is my first Deep Learning project, which is a MNIST hand-written digits classifier. The model is implemented completely from scratch WITHOUT using any prebuilt optimization like Tensorflow or Pytorch. Tensorflow is imported only to load the MNIST data set. This model also uses 2 hidden layers with Adaptive Moment Optimization (Adam) and Drop-out regularization.
neural-network neural-networks-from-scratch machine-learning artificial-intelligence deep-learning mnist-classification mnist scratch-implementation
Language:Jupyter Notebook 9
nazaninsbr / Neural-Network
Neural Network with VHDL and matlab
neural-network neurons vhdl vhdl-code neural-network-vhdl neural-networks-from-scratch
Language:C 8
sushantPatrikar / XOR-Gate-With-Neural-Network-Using-Numpy
XOR gate which predicts the output using Neural Network :fire:
numpy tkinter machine-learning machine-learning-algorithms ml ai artificial-intelligence neural-network neural-networks-from-scratch xor-neural-network deep-learning deep-learning-algorithms feedforward-neural-network backpropagation python python3 python-3
Language:Python 8
ARUNAGIRINATHAN-K / neural-networks-from-scratch-math-projects
Artificial Neural Networks (ANNs) Projects
artificial-intelligence digit-recognition mathematical-expressions mnist neural-network tensorflow time-series xor ai-from-scratch backpropagation deep-learning machine-learning-projects ml-math neural-networks neural-networks-from-scratch neural-networks-projects ai-project-machine-learning-project ai-projects ml-projects
Language:Jupyter Notebook 7
mklimasz / SimpleNeuralNetwork
Pure Python Simple Neural Network (SNN) library
python neural-network neural-networks neural-networks-from-scratch simple-neural-network pure-python
Language:Python 7
tromgy / simple-neural-networks
A set of Jupyter notebooks implementing simple neural networks described in Michael Nielsen's book.
jupyter jupyter-notebook jupyter-notebooks neural neural-network neural-networks neural-networks-from-scratch python python3
Language:HTML 7
imdeep2905 / Neural-Network-CPP
To understand neural networks thoroughly I implemented them from scratch in C++. This is the source code for the same.
backpropagation c-plus-plus deep-learning from-scratch gradient-descent iris-dataset multilayer-perceptron neural-network neural-networks neural-networks-from-scratch
Language:C++ 6
MehdiJmlkh / Deep-Learning-Course-Homeworks
Deep Learning course, Sharif University of Technology, Dr. Soleymani, Spring 2024
neural-networks-from-scratch optimization-methods pytorch-tutorial resnet-18 u-net vanilla-cnn yolov2-tiny bert gpt itransformer lstm rnn transformer ddpm gan vae adversarial-attacks dino stable-diffusion
Language:Jupyter Notebook 6
timvvvht / Neural-Networks-and-Optimizers-from-scratch
Neural Networks and optimizers from scratch in NumPy, featuring newer optimizers such as DemonAdam or QHAdam.
neural-networks backpropagation neural-networks-from-scratch numpy mnist-dataset optimizers demon-adam nesterov-accelerated-sgd rmsprop adadelta qhadam
Language:Jupyter Notebook 6
ASaid7 / MLP-from-Scratch
Multilayer Perceptron from scratch in python
mnist multilayer-perceptron-network neural-networks-from-scratch
Language:Jupyter Notebook 5
hashing-ai / minigrad
Implementation of George Hotz's tinygrad.
neural-networks-from-scratch neural-network deep-learning mnist-classification minimal-deep-learning-framework
Language:Python 5
jabacat / jml
JABACAT-created machine learning library from scratch.
c cpp hacktoberfest machine-learning machine-learning-algorithms-from-scratch meson neural-network neural-networks-from-scratch
Language:C++ 5
Neural-Network-Manim
LeeSinLiang / Neural-Network-Manim
Code for my youtube video: Neural Network Crash Course, Ep 1
animation deep-learning deep-neural-networks forward-propagation manim manim-animations neural-network nn python visualization youtube neural-networks-from-scratch neural-network-crash-course
Language:Python 5
TheHarshal30 / Curiosity
Implementing Neural Networks using Maths and Numpy only
neural-networks neural-networks-from-scratch
Language:Python 5
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.
neural-networks-from-scratch numpy-arrays numpy-neural-network
Language:Jupyter Notebook 5

neural-networks-from-scratch

ADGEfficiency / teaching-monolith

mohammad-ghaderi / mnist-asm-nn

Ameobea / neural-network-from-scratch

chizkidd / Karpathy-Neural-Networks-Zero-to-Hero

trekhleb / micrograd-ts

csukuangfj / OpenCNN

AyushExel / Neo

mctrinh / neural-networks-from-scratch

matciotola / Lambda-PNN

mytechnotalent / HNN

wlxiong / learn-ml-the-hard-way

CarloWood / machine-learning

samrere / pytortto

Abhinavexists / NeuNet

mathspp / nnfwp

alirezakazemipour / NN-Without-Frameworks

Lemniscate-world / Neural

milesgranger / pyrus-nn

josephjaspers / blackcat_tensors

sophiaas / simple-neural-nets

S0852306 / Surface-Fitting-Neural-Networks

anh-nn01 / Neural-Network-from-Scratch--Hand-written-Digits-classifier

nazaninsbr / Neural-Network

sushantPatrikar / XOR-Gate-With-Neural-Network-Using-Numpy

ARUNAGIRINATHAN-K / neural-networks-from-scratch-math-projects

mklimasz / SimpleNeuralNetwork

tromgy / simple-neural-networks

imdeep2905 / Neural-Network-CPP

MehdiJmlkh / Deep-Learning-Course-Homeworks

timvvvht / Neural-Networks-and-Optimizers-from-scratch

ASaid7 / MLP-from-Scratch

hashing-ai / minigrad

jabacat / jml

LeeSinLiang / Neural-Network-Manim

TheHarshal30 / Curiosity

yriyazi / Neural-Network-Implementation-from-Scratch-using-NumPy