chuksoo/Deep-Learning-Specialization

This repository contains notes, slides, labs, assignments and projects for the Deep Learning Specialization by DeepLearning.AI and Coursera.

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mochji/synapsea

A simple, lightweight and powerful ML framework for Lua.

Language: Lua - Size: 282 KB - Last synced: about 19 hours ago - Pushed: about 21 hours ago - Stars: 3 - Forks: 1

Rmko4/ML-Covid-forecasting

C implementation of a Multilayer perceptron with gradient descent through explicit backpropagation for use in time-series prediction tasks. The project targets forecasting of Covid-19 data.

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bwconrad/backpropagation

Backpropagation implementation in Python

Language: Python - Size: 2.93 KB - Last synced: 3 days ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

blombardo75/neural-network-v1

A simple feed-forward neural network with backpropagation, fully customizable

Language: Python - Size: 25.4 KB - Last synced: 4 days ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

akashe/DeepLearningLibrary

This library gives a modular design for better control of gradient passing between architecture components. Useful for architectures not using a traditional forward and backward pass.

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hank891008/Deep-Learning

NYCU Deep Learning Spring 2024

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pyrddlgym-project/pyRDDLGym-jax

JAX compilation of RDDL description files, and a differentiable planner in JAX.

Language: Python - Size: 647 KB - Last synced: 11 days ago - Pushed: 11 days ago - Stars: 0 - Forks: 1

rookie727/Neural-Networks-from-Scratch-Numpy-Implementation

In this project, we will construct deep learning models from scratch using NumPy , including linear regression, logistic regression, and neural networks. we also converge parameter estimation, back-propagation, and statistical inference.

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pskrunner14/neural-networks

Neural Network from Scratch with Python

Language: Python - Size: 619 KB - Last synced: 13 days ago - Pushed: 13 days ago - Stars: 0 - Forks: 1

rudrodip/timmygrad

scalar value gradient descent optimizer

Language: Python - Size: 327 KB - Last synced: 14 days ago - Pushed: 15 days ago - Stars: 0 - Forks: 0

frgfm/dl-playground

Exercises & challenges for aspiring deep learners

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yungson/minidl

A simple light-weight deep learning framework to quickly explore and test ideas. It is implemented completely using Numpy and in a python Object-Oriented Programming manner

Language: Python - Size: 20.5 KB - Last synced: 16 days ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

Ayushh1023/BackPropAgora

Understanding and Implementing Backprop Algorithm from scratch

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coreylowman/dfdx

Deep learning in Rust, with shape checked tensors and neural networks

Language: Rust - Size: 2.6 MB - Last synced: 14 days ago - Pushed: 3 months ago - Stars: 1,611 - Forks: 96

dcarpintero/deep-learning-notebooks

Get Started with Deep Learning

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aromanro/MachineLearning

From linear regression towards neural networks...

Language: C++ - Size: 250 MB - Last synced: 17 days ago - Pushed: 17 days ago - Stars: 17 - Forks: 0

nvaranki/fcbpg

Sample full connected layers

Language: Java - Size: 40 KB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 0 - Forks: 0

manoharpalanisamy/Machine-Learning

It consists of base machine learning algorithms and applied mathematics has Involved

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codeplea/genann

simple neural network library in ANSI C

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patrikeh/go-deep

Artificial Neural Network

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olivia-ai/the-math-behind-a-neural-network

Mathematics paper recapitulating the calculus behind a neural network and its back propagation

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y0n1n1/TAGE

TAGE: a Tensor-based Automatic Gradient Engine in python using NumPy for fast computation -> Ready for Neural Network and Gradient Descent Training

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ZhimingZhou/zhimingzhou.github.io

Welcome to my homepage.

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victor-iyi/neural-net-basics

Code for my blog post

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m-strzelec/mlp-neural-network

Train and test a Multi-layer Perceptron (MLP) neural network.

Language: Python - Size: 15.6 KB - Last synced: 23 days ago - Pushed: 23 days ago - Stars: 1 - Forks: 0

Pragyanur/retrieval_based_biomedical_chatbot

Retrieval based biomedical chatbot to answer questions related to diseases

Language: Python - Size: 5.11 MB - Last synced: 25 days ago - Pushed: 25 days ago - Stars: 0 - Forks: 0

RazvanBerbece/MultiLayerPerceptronFNN

An abstract implementation of a Multilayered Perceptron (Multilayered Feedforward Neural Network). Provides a well-documented API which exposes a wrapper around the whole process (all the way from network config, to modelling, to training and predicting). Built in Python.

Language: Python - Size: 36.1 KB - Last synced: 27 days ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

soham595/smartDiag

Backpropagation based Smart Medical Diagnosis system. Parallax web app with Django.

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smimram/ocaml-backprop

Automatic backpropagation in OCaml.

Language: OCaml - Size: 46.9 KB - Last synced: 27 days ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

fexed/neuralnetwork-from-scratch

A neural network coded from scratch, MSc project in collaboration with @RiccardoParente and @Sergio-Ltr (team name: ArbitraryValues)

Language: Python - Size: 4.21 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 1 - Forks: 1

rayyan-khan/0-final-versions

final versions of projects from TJHSST AI class 2018-19

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DataForScience/DeepLearning

Deep Learning From Scratch

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Pranavhc/Deep-Learning-from-Scratch

A Deep Learning library I'm writing for educational purposes.

Language: Python - Size: 32.4 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

dcarpintero/nn-image-classifier

Python from-scratch implementation of an annotated Multilayer Perceptron (MLP) for Image Classification.

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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

Language: Rust - Size: 1.69 MB - Last synced: about 1 month ago - Pushed: about 2 years ago - Stars: 115 - Forks: 11

eduardoleao052/Transformer-from-scratch

Educational Transformer from scratch (no autograd), with forward and backprop.

Language: Python - Size: 208 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 28 - Forks: 0

saschagrunert/nn

A tiny neural network 🧠

Language: Haskell - Size: 13.7 KB - Last synced: 8 days ago - Pushed: almost 6 years ago - Stars: 122 - Forks: 5

pascal-canuel/YAIL

YAIL (Yet another AI Library) ⛵

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differential-machine-learning/notebooks

Implement, demonstrate, reproduce and extend the results of the Risk articles 'Differential Machine Learning' (2020) and 'PCA with a Difference' (2021) by Huge and Savine, and cover implementation details left out from the papers.

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MikhailKravets/NeuroFlow

Awesome deep learning crate

Language: Rust - Size: 183 KB - Last synced: 26 days ago - Pushed: 9 months ago - Stars: 106 - Forks: 19

jan-grzybek/papers

Implementing / documenting CS papers for its own sake

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krish1925/Machine-Learning-Intro

Class on Introduction to Machine Learning- UCLA

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fotisk07/Deep-Learning-Coursera

Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera

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dDevTech/Neural-Network

Neural Network for Beginners

Language: Java - Size: 253 MB - Last synced: about 2 months ago - Pushed: about 3 years ago - Stars: 1 - Forks: 1

SiddharthDhirde/Intro-to-Neural-Networks

Implement neural networks from scratch with Micrograd. Learn derivatives, neurons, layers, and more through step-by-step Jupyter notebooks

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ahmedbesbes/Neural-Network-from-scratch

Ever wondered how to code your Neural Network using NumPy, with no frameworks involved?

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gilbertobastos/perceptron-multicamadas-js

Implementação simples da rede neural Perceptron Multicamadas em Javascript.

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gilbertobastos/prj_perceptron_multicamadas_OpenACC_NVIDIA

Implementação paralela e simples do Perceptron Multicamadas utilizando OpenACC destinada para GPUs da NVIDIA

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gilbertobastos/prj_perceptron_multicamadas_OpenACC_MULTICORE

Implementação paralela e simples do Perceptron Multicamadas utilizando OpenACC destinada para CPU

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gilbertobastos/prj_perceptron_multicamadas_seq

Implementação sequencial e simples do Perceptron Multicamadas utilizando o algoritmo backpropagation para o treinamento da mesma.

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asaunin/neural-networks-sandbox

Neural Networks playground (pure java examples without using any external ML libraries)

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sarthakkapila/MiniProp

A small custom Backprop Engine •ᴗ•

Language: Python - Size: 124 KB - Last synced: 24 days ago - Pushed: about 2 months ago - Stars: 3 - Forks: 0

Pabloo22/dlfs

Implementation from scratch (using numpy arrays) of a framework based on keras interface which allows to build and train Fully Connected Networks and Convolutional Neural Networks (CNNs).

Language: Python - Size: 1.69 MB - Last synced: 18 days ago - Pushed: almost 2 years ago - Stars: 3 - Forks: 3

krish1925/ECE-C147

Coursework for the class ECE C147 (Neural Networks and Deep Learning)

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rocketcollider/fortran-GPT

A project to learn fortran and GPT-basics

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brandenvs/myBackpropNeuralNetwork

Diabetes Dataset Preprocessing and Neural Network Training

Language: Python - Size: 12.7 MB - Last synced: about 2 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

noway/yagrad

yet another scalar autograd engine - featuring complex numbers and fixed DAG

Language: Python - Size: 6.84 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 22 - Forks: 1

omaraflak/autodiff

Reverse mode automatic differentiation.

Language: C++ - Size: 84 KB - Last synced: 2 months ago - Pushed: over 5 years ago - Stars: 1 - Forks: 1

mstksg/backprop

Heterogeneous automatic differentiation ("backpropagation") in Haskell

Language: Haskell - Size: 11 MB - Last synced: 15 days ago - Pushed: 7 months ago - Stars: 177 - Forks: 22

shubhankar90/custom-ml-implementaion

Code store for custom implementation of some machine learning algorithms from scratch.

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omaraflak/Medium-Python-Neural-Network

This code is part of my post on Medium.

Language: Python - Size: 18.6 KB - Last synced: 2 months ago - Pushed: almost 5 years ago - Stars: 102 - Forks: 41

emilwallner/Deep-Learning-From-Scratch

Six snippets of code that made deep learning what it is today.

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pgmesa/synapgrad

Lightweight autograd Tensor-based engine with a deep learning library built on top of it made from scratch

Language: Python - Size: 1.48 MB - Last synced: 16 days ago - Pushed: 11 months ago - Stars: 2 - Forks: 0

TheUnsolvedDev/cs6910_assignment1

Assignment 1

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LumenPallidium/backprop-alts

This repository has implementations of various alternatives to backpropagation for training neural networks.

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ADGEfficiency/teaching-monolith

Data science teaching materials

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DavidFernandezUD/Deep-Learning-in-C

Basic deep learning framework written in good old C

Language: C - Size: 33.2 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

ErnieNishino/Interesting-math-program

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nihal-gazi/Azinet-Simple-Java-Neural-Network-library-for-beginners

Simple and easy-to-use neural network library made into a SINGLE class. Just copy paste into a class, and start using it!

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SebastianRokholt/Data-Science-Projects

A repository for various Data Science projects I've worked on, both university-related and in my spare time.

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RI-imaging/ODTbrain

Python library for diffraction tomography with the Born and Rytov approximations

Language: Python - Size: 13.6 MB - Last synced: 15 days ago - Pushed: about 1 year ago - Stars: 35 - Forks: 9

buarki/supervised-machine-learning

Understanding and building a Neural Network from scratch

Language: Go - Size: 1.22 MB - Last synced: about 2 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

lijqhs/deeplearning-notes

Notes for Deep Learning Specialization Courses led by Andrew Ng.

Size: 9.38 MB - Last synced: 3 months ago - Pushed: almost 2 years ago - Stars: 358 - Forks: 101

Akramz/grokking-deep-learning-notebooks

Notes & Code to go over "Grokking Deep Learning" Book by Andrew Trask

Language: Jupyter Notebook - Size: 34.5 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 21 - Forks: 16

MorvanZhou/npnet

Build neural networks based only on Numpy

Language: Python - Size: 10.9 MB - Last synced: 10 days ago - Pushed: over 1 year ago - Stars: 161 - Forks: 32

Somnibyte/MLKit

A simple machine learning framework written in Swift 🤖

Language: Swift - Size: 3.28 MB - Last synced: 3 days ago - Pushed: over 5 years ago - Stars: 152 - Forks: 14

jeffreyboschman/PyFlashlight

A lightweight, PyTorch-like library with helpful graph visualizations for gaining intuition on backpropagation.

Language: Jupyter Notebook - Size: 8.12 MB - Last synced: 3 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

Prathameshchakote/MachineLearning-BackPropogation-Algorithm

Implementation of a neural network model with backpropagation algorithmfor image classification using the MNIST dataset, featuring experiments varying learning rates, momentum, hidden units, and training data sizes

Language: Jupyter Notebook - Size: 431 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

TheKidPadra/DeepLearning.AI-Deep-Learning-Specialization

This repo contains my work & The code base for this Deep Learning Specialization offered by deeplearning.AI

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axent-pl/axgrad

Backpropagation engine for scalar values

Language: Python - Size: 6.84 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

EyasWannous/Fake-NEWS-Detection-project

Make AI model detected Fake NEWS

Language: Jupyter Notebook - Size: 1.69 MB - Last synced: 23 days ago - Pushed: 4 months ago - Stars: 3 - Forks: 0

josokw/BackPropNN

Back Propagation Neural Network in C++

Language: C++ - Size: 115 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 1

peter-strom/ML-p3-CNN

Language: C++ - Size: 172 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1

peter-strom/ML-p2-Neural_net_embedded

Language: C++ - Size: 2.57 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1

davnords/microtorch

Fully functional deep learning library with an autograd engine built from scratch for educational purposes.

Language: Python - Size: 31.3 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

buyuk-dev/tomography-2D 📦

final project for "Medical applications of IT" on university - 2D tomography simulation

Language: Python - Size: 589 KB - Last synced: 4 months ago - Pushed: over 4 years ago - Stars: 1 - Forks: 1

kjmarshall/NNet

Neural Networks in C++17

Language: C++ - Size: 1.52 MB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

amirmohammadraei/Handwritten-Digit-Recognition

Detection of handwritten digits with neural networks

Language: Python - Size: 12 MB - Last synced: 20 days ago - Pushed: over 2 years ago - Stars: 6 - Forks: 1

slimgroup/Devito4PyTorch

Integrating Devito operators into PyTorch

Language: Python - Size: 46.9 KB - Last synced: 15 days ago - Pushed: about 3 years ago - Stars: 12 - Forks: 1

soran-ghaderi/backpropagation

Backpropagation and automatic differentiation, and grid search from scratch.

Language: Python - Size: 13.1 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

Hysperr/neural-network

Multi-layer feed-forward ANN with backpropagation using STL on MNIST data set (hand-written digit recognition).

Language: C++ - Size: 244 KB - Last synced: 4 months ago - Pushed: about 7 years ago - Stars: 0 - Forks: 0

zacbakerr/ArtificialIntelligence22-23

Created neural network from scratch to solve MNIST problem. Artificial Intelligence Labs - Junior Year of High School (2022-2023)

Language: Python - Size: 4.87 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

vivesweb/rn-Neural-Network-in-pure-PHP-ML-AI

Neural Network in pure PHP

Language: PHP - Size: 592 KB - Last synced: 4 months ago - Pushed: almost 3 years ago - Stars: 8 - Forks: 1

srinadhu/AML_Assignments

Advance Machine Learning (CSL 712) Course Lab Assignments

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kunalgupta777/Neural-Networks

This Repository contains scratch implementation of Soft Computing Lab practicals

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TooTouch/WhiteBox-Part1

In this part, I've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)

Language: Jupyter Notebook - Size: 296 MB - Last synced: 2 months ago - Pushed: about 4 years ago - Stars: 39 - Forks: 16

zanarashidi/neural-network-from-scratch

A minimalistic implementation of a neural network and backpropagation using only NumPy

Language: Python - Size: 3.91 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

victor-mlai/Neural_Network

Learns using the input from the testing_data how to compute the output

Language: C++ - Size: 8.86 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

Ipgnosis/tic_tac_toe

The aim of this project is to help me to understand how software can 'learn' from first principles. See more in the README.

Language: Python - Size: 53.3 MB - Last synced: 4 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0