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 145
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 120
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 64
csukuangfj / OpenCNN
An Open Convolutional Neural Network Framework in C++ From Scratch
cnn opencnn deep-learning neural-networks-from-scratch
Language:C++ 55
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 43
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 23
mathspp / nnfwp
Neural Networks Fundamentals with Python – implementing neural networks from scratch
deep-learning machine-learning machine-learning-tutorials neural-network neural-networks neural-networks-from-scratch python python3
Language:Python 17
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 16
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
alirezakazemipour / NN-Without-Frameworks
Let's build Neural Networks from scratch.
neural-networks neural-networks-from-scratch
Language:Python 12
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++ 12
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 8
sophiaas / simple-neural-nets
Learn to build neural networks from scratch, simply. No autograd, no deep learning libraries - just numpy.
convolutional-neural-networks deep-learning deep-neural-networks neural-networks neural-networks-from-scratch numpy recurrent-neural-networks
Language:Python 8
sushantPatrikar / XOR-Gate-With-Neural-Network-Using-Numpy
XOR gate which predicts the output using Neural Network :fire:
ai artificial-intelligence backpropagation deep-learning deep-learning-algorithms feedforward-neural-network machine-learning machine-learning-algorithms ml neural-network neural-networks-from-scratch numpy python python-3 python3 tkinter xor-neural-network
Language:Python 8
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++ 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
nazaninsbr / Neural-Network
Neural Network with VHDL and matlab
neural-network neurons vhdl vhdl-code neural-network-vhdl neural-networks-from-scratch
Language:C 7
S0852306 / Surface-Fitting-Neural-Networks
Neural nets for high accuracy multivariable nonlinear regression and classification.
deep-learning mnist neural-networks-from-scratch nonlinear-regression numerical-optimization surface-fitting
Language:MATLAB 6
imdeep2905 / Neural-Network-CPP
To understand neural networks thoroughly I implemented them from scratch in C++. This is the source code for the same.
c-plus-plus neural-network from-scratch gradient-descent deep-learning multilayer-perceptron iris-dataset neural-networks-from-scratch neural-networks backpropagation
Language:C++ 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
rileynwong / pytorch-neural-style-transfer
PyTorch implementation of Neural Style Transfer
generative-art neural-network neural-networks neural-networks-from-scratch neural-style neural-style-transfer pytorch
Language:Python 5
SC4RECOIN / Jeras
Keras-style machine learning framework for Java
framework keras machine-learning-from-scratch neural-networks neural-networks-from-scratch
Language:Java 5
TheHarshal30 / Curiosity
Implementing Neural Networks using Maths and Numpy only
neural-networks neural-networks-from-scratch
Language:Python 5
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 5
wlxiong / learn-ml-the-hard-way
Learn machine learning the hard way
linear-regression logistic-regression machine-learning neural-networks-from-scratch
Language:Terra 5
Amith225 / NeuralNetworksAndTopologies
Implementation of artificial neural networks
neural-network machine-learning artificial-neural-networks numpy-neural-network neural-networks-from-scratch
Language:Jupyter Notebook 4
ASaid7 / MLP-from-Scratch
Multilayer Perceptron from scratch in python
neural-networks-from-scratch mnist multilayer-perceptron-network
Language:Jupyter Notebook 4
jwblangley / neat-ml
An implementation of the NEAT (Neuroevolution through augmenting topologies) algorithm in Java. Originally found at http://nn.cs.utexas.edu/downloads/papers/stanley.ec02.pdf
neat neuroevolution augmenting-topologies java neural-network neural-networks neural-networks-from-scratch machine-learning genetic-algorithm evolutionary-algorithms library documented
Language:Java 4
Pawandeep-prog / simple-nn-cpp
This is a simple neural network using c++ language
nnfs neural-network neural-networks-from-scratch coding-neuron
Language:C++ 4
tromgy / simple-neural-networks
A set of Jupyter notebooks implementing simple neural networks described in Michael Nielsen's book.
python python3 jupyter jupyter-notebook jupyter-notebooks neural neural-network neural-networks neural-networks-from-scratch
Language:HTML 4
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 3
jsnarvasa / COMP5329
Computer Science 5329 - Deep Learning
neural-networks-from-scratch cnn multi-label-image-classification pytorch
Language:Jupyter Notebook 3
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 3
lyhsieh / NTHU-Machine-Learning
NTHU EE6550: Machine Learning
bert lstm machine-learning maximum-likelihood ml neural-network neural-networks-from-scratch transformer wine-dataset
Language:Jupyter Notebook 3
SAZZZO99 / IRIS-FLOWER-CLASSIFICATION
neural-networks-from-scratch iris-classification ai-project without-sklearn iris-classification-from-scratch
Language:Jupyter Notebook 3
VarunKhambhata / HermesNetwork
A C++ library using OpenGL 3 to build and run neural network on any GPU.
cpp cpp-library gpu gpu-acceleration gpu-computing neural-network neural-network-builder neural-networks-from-scratch opengl utility-library
Language:C++ 3

neural-networks-from-scratch

ADGEfficiency / teaching-monolith

Ameobea / neural-network-from-scratch

trekhleb / micrograd-ts

csukuangfj / OpenCNN

AyushExel / Neo

matciotola / Lambda-PNN

mathspp / nnfwp

samrere / pytortto

milesgranger / pyrus-nn

alirezakazemipour / NN-Without-Frameworks

josephjaspers / blackcat_tensors

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

sophiaas / simple-neural-nets

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

CarloWood / machine-learning

mklimasz / SimpleNeuralNetwork

nazaninsbr / Neural-Network

S0852306 / Surface-Fitting-Neural-Networks

imdeep2905 / Neural-Network-CPP

jabacat / jml

rileynwong / pytorch-neural-style-transfer

SC4RECOIN / Jeras

TheHarshal30 / Curiosity

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

wlxiong / learn-ml-the-hard-way

Amith225 / NeuralNetworksAndTopologies

ASaid7 / MLP-from-Scratch

jwblangley / neat-ml

Pawandeep-prog / simple-nn-cpp

tromgy / simple-neural-networks

hashing-ai / minigrad

jsnarvasa / COMP5329

LeeSinLiang / Neural-Network-Manim

lyhsieh / NTHU-Machine-Learning

SAZZZO99 / IRIS-FLOWER-CLASSIFICATION

VarunKhambhata / HermesNetwork