Projects in Awesome Lists tagged with nn

https://github.com/chenyuntc/pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

autograd caption charrnn deep-learning gan image-classification jupyter-notebook neural-style neuraltalk nn pytorch pytorch-tutorials pytorch-tutorials-cn tensor tensorboard visdom

Last synced: 13 May 2025

https://github.com/tangledpath/ruby-fann

Ruby library for interfacing with FANN (Fast Artificial Neural Network)

ai c fann machine-learning native neural-network neural-networks nn ruby-fann ruby-gem rubygems

Last synced: 15 May 2025

https://github.com/afshinm/juggernaut

Neural Network in Rust

neural-network nn rust

Last synced: 05 Apr 2025

https://github.com/robmsmt/KerasDeepSpeech

A Keras CTC implementation of Baidu's DeepSpeech for model experimentation

asr baidu coreml ctc deep-learning deeplearning deepspeech keras machine-learning neural-network neural-networks nn speech speech-to-text speechrecognition

Last synced: 19 Jul 2025

https://github.com/t04glovern/aws-s3-cat-images

Generating Cat images using StyleGAN

ai gan nn sagemaker stylegan stylegan-model

Last synced: 06 Jul 2025

https://github.com/jaykef/ai-algorithms

First-principle implementations of groundbreaking AI algorithms using a wide range of deep learning frameworks, accompanied by supporting research papers.

ai algorithms nn papers

Last synced: 05 Apr 2025

https://github.com/anicetngrt/jiro-nn

A Deep Learning and preprocessing framework in Rust with support for CPU and GPU.

adam classification cuda data-analysis deep-learning dropout gpu gpu-computing machine-learning ml nalgebra neural-networks nn opencl pipelines regression rust sgd

Last synced: 09 Apr 2025

https://github.com/AnicetNgrt/jiro-nn

A Deep Learning and preprocessing framework in Rust with support for CPU and GPU.

adam classification cuda data-analysis deep-learning dropout gpu gpu-computing machine-learning ml nalgebra neural-networks nn opencl pipelines regression rust sgd

Last synced: 25 Sep 2025

https://github.com/mikhailkravets/neuroflow

Awesome deep learning crate

backpropagation deep-learning machine-learning neural-network neural-network-rust nn rust

Last synced: 07 Apr 2025

https://github.com/nuclei-software/nmsis

Nuclei Microcontroller Software Interface Standard Development Repo

aiot dsp embedded embedded-software iot iot-platform micro-controllers nmsis nn nuclei risc-v riscv

Last synced: 07 Apr 2025

https://github.com/xyproto/wann

:balance_scale: Weight Agnostic Neural Networks in Go

go neural-network nn svg-diagram wann weight-agnostic-neural-network

Last synced: 15 Apr 2025

https://github.com/michalwols/yann

Yet Another Neural Network Library 🤔

deep-learning neural-network nn python pytorch torch

Last synced: 20 Mar 2025

https://github.com/drlordbasil/aurora

AURORA (Artificial Unified Responsive Optimized Reasoning Agent) uses lobes and web research for RAG based memory and learning.

ai chatbot flask groq gui human-computer-interaction llm ml nn ollama ollama-python openai web-scraper

Last synced: 12 May 2025

https://github.com/jaykef/micrograd.c

Port of Karpathy's micrograd in pure C. Micrograd is a tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API.

autograd mlp nn

Last synced: 29 Oct 2025

https://github.com/vxern/synadart

🧠 A simple, fully documented neural network library created for educational purposes, heavily inspired by the `ai` package.

complete confidence dart dartlang documented educational extensive neural-network nn

Last synced: 14 Jun 2025

https://github.com/datasciencecampus/green-spaces

Render GeoJSON polygons over aerial imagery and analyse pixels covered by vegetation; used to calculate green spaces in residential gardens

dsc-projects gardens green-spaces hsv imagery lab ndvi neural-network nn vari vegetation-indices

Last synced: 18 Mar 2025

https://github.com/jorgemunozl/physical_simulations

A set of physics/mathematics scripts for different concepts.

mathematics nn numpy physics python scikit-learn sympy

Last synced: 04 May 2026

https://github.com/kevinfjiang/funcnotify

Automatically notifies you of start and completion using environment variables

beginner-friendly decorator environment-variables neural-network nn notify python python3 slack teams twilio wechat

Last synced: 06 Oct 2025

https://github.com/underwit/agentsmith

Нейронная сеть оптимизируемая с помощью генетического алгоритма. Задача агента контролируемого при помощи нейронной сети состоит в том, чтобы избегать контакта с противниками, как можно более длительное время.

agent evolutionary-algorithms evolutionary-strategy game genetic-algorithm machine-learning machine-learning-algorithms neural-network nn python python3 tkinter unsupervised-learning

Last synced: 09 Mar 2026

https://github.com/aminkhani/machine-learning

Machine Learning -> Supervised Learning ->Linear Regression

ai dl linear-regression machine-learning machine-learning-algorithms ml nn regression regression-models sci scikit-learn scikitlearn-machine-learning supervised-learning

Last synced: 29 Aug 2025

https://github.com/ajsb85/carbon82.ai

Augmented Reality with AMB82 and VR Headsets

amb82 ameba ameba-iot carbonboard headset ml nn rtl8735b vr watchdogs

Last synced: 04 Mar 2026

https://github.com/0xdaksh/linkinpark-lstm

LSTM Network Implementation for Linkin Park Lyrics ( Generation + Prediction )

lstm network neural nn rnn

Last synced: 24 Apr 2025

https://github.com/rh01/coursera_dl

deep learning specialization course in Coursera, contains nn, CNN, RNN topics.

cnn cnn-keras cnn-model computer-vision coursera deep-learning deep-networks deep-neural-networks lstm machine-learning neural-network neural-networks nn optimization python3 rnn rnn-tensorflow tensorflow tensorflow-models tutorial

Last synced: 27 Dec 2025

https://github.com/j1sk1ss/fotnet.petprj

Machine learning library for creating and working with GAN, RNN, CNN, R-CNN and also with Classic Neural Networks.

cnn deep-learning gan library machine-learning neural-network nn r-cnn rnn

Last synced: 15 Oct 2025

https://github.com/buaadreamer/nnplayer

A Toy Nerual Network Framework 自制神经网络框架

deeplearning deeplearning-framework machine-learning nerual-network nn

Last synced: 11 Sep 2025

https://github.com/omanshu209/ann-classifier-hub

Artificial Neural Network(ANN)🧠 Classification models developed using the PyTorch and Scikit-Learn libraries of python🐍!

ann artificial-intelligence artificial-neural-networks deep-learning jupyter-notebook machine-learning ml mlp-classifier neural-network nn pandas python3 pytorch pytorch-ann scikit-learn sklearn

Last synced: 27 Jul 2025

https://github.com/pratyushtiwary/toynn

A toy NN library in JS to play and learn NN concepts.

javascript neural-network nn toynn typescript

Last synced: 14 Feb 2026

https://github.com/pikachuxxxx/nn-brdf-lut

Approximating the BRDF LUT using neural networks

graphics image-prediction ml nn pbr

Last synced: 10 Apr 2026

https://github.com/mohdmot/customclassifier

reinforcement neural network using resnet50

ai classification machine-learning nn resnet-50 resnet50

Last synced: 24 May 2026

https://github.com/aitamilnadu/nn

Neural Network Best Resources

cnn gan keras neural-network neural-network-tutorials neural-networks nn pytorch rnn tensorflow

Last synced: 06 Apr 2026

https://github.com/paulopacitti/undergrad

🎓 super small and cute neural net engine, using only numpy

machine-learning micrograd neural-networks nn tinygrad

Last synced: 22 Jul 2025

https://github.com/nagexiucai/mla

机器学习算法。

ai algorithm deep-learning machine-learning nn python tutorial

Last synced: 03 May 2026

https://github.com/marella/nn

A neural network library built on top of TensorFlow for quickly building deep learning models.

deep-learning machine-learning neural-networks nn python tensorflow

Last synced: 30 Apr 2025

https://github.com/noahfeldt/ann-from-scratch

Implementation of a multi layer perceptron artificial neural network from scratch that is tested using the MNIST dataset.

artificial-intelligence artificial-neural-networks image-classification machine-learning ml mlp mlp-classifier mnist mnist-classification mnist-dataset mnist-handwriting-recognition multi-layer-perceptron neural-network nn numpy python reinforcement-learning

Last synced: 12 Apr 2026

https://github.com/xyproto/af

:zap: Activation functions for neural networks

activation-functions neural-network nn

Last synced: 13 Aug 2025

https://github.com/fardinhash/neuralnetwork-architechtures-implementation

Many Neural Network architectures are there. Basically Keras applications. You can find here the structures, implementations all you need. Have fun!

cnn convolutional-neural-networks deep-learning keras keras-application keras-neural-networks machine-learning neural-network neural-network-architectures neuralnetwork nn

Last synced: 11 May 2026

https://github.com/fanhuaandluomu/nn_test_python

python 简易NN

nn python

Last synced: 28 Feb 2025

https://github.com/loneicewolf/cs-notes

Computer Science Notes! PyTorch,TF,ETC.

ai artificial-intelligence cnn cnn-keras cnns kth nn probability-distribution

Last synced: 25 Jan 2026

https://github.com/codewithdark-git/melanoma-skin-cancer-cnn

This repository provides a demonstration of a deep learning-based system for detecting melanoma from grayscale images. The model predicts whether an input image is classified as "BENIGN" or "MELANOMA," along with a confidence score. Please note that this application is for educational purposes only and should not be used for real medical diagnosis.

cancer-detection cnn cnn-classification convolutional-neural-networks deep-neural-networks dl llm machine-learning melanoma-detection ml neural-networks nn python python-script torch torchvision

Last synced: 17 Feb 2026

https://github.com/celsiasolarastarflare/cvelsialarch

Computer Vision GPS Locator for Regional Detections

ai computer computer-vision cv model neural-network nn pytorch streamlit torch

Last synced: 13 Apr 2026

https://github.com/oxygen-dioxide/utaufile

A python library for reading and writing UTAU ust file and Niaoniao nn file

midi mido music21 nn python singing-synthesis ust utau utau-sequence-text

Last synced: 11 Apr 2025

https://github.com/ztgx/deeptext

A GPT Model To Generate Text

decoder deepseek forward gelu gpt2 nn python python3 pytorch text-generation transformers

Last synced: 03 Oct 2025

https://github.com/mytechnotalent/renn

Inspired by Andrej Karpathy’s micrograd, this lecture builds a neural network from scratch, manually deriving gradients, automating backpropagation, and leveraging the TANH activation for nonlinearity. We bridge to PyTorch, demonstrating gradient descent’s power to minimize loss and reveal neural network fundamentals.

ai artificial-intelligence artificial-neural-networks machine-learning neural-network neural-networks neural-networks-from-scratch nn nnfs pytorch reverse-engineering stem

Last synced: 25 Feb 2026

https://github.com/zizhengyang/ai-paper-collection

differential-equations machine-learning nerual nn numerical-analysis pde pde-solver resnet scientific-machine-learning

Last synced: 18 Jan 2026

https://github.com/madhur-taneja/predicting-bike-sharing-data

A Deep Learning project to predict Bike-Sharing patterns using NNs

anaconda deep-learning first-neural-network jupyter-notebook neural-networks nn predict-bike-sharing python

Last synced: 21 May 2026

https://github.com/hollowman6/predict-chinese-stock-market

Predict Shanghai Stock Market / Hushen 300 Index monthly closing price using Neural Network. (使用神经网络预测上证综指/沪深300 月度收盘价)

nn stock-price-prediction

Last synced: 20 Mar 2025

https://github.com/katerynazakharova/deep-learning-and-neural-networks

Examples of NN models. DL algorithms

deep-learning dl h5py matplotlib neural-network neural-networks nn numpy pli scipy

Last synced: 26 Mar 2025

https://github.com/angrybeltman/rust_nn_example

A simple neural network that can detect handwritten letters.

crates-io example neural-network nn rand rust rust-lang

Last synced: 21 Jul 2025

https://github.com/yassa9/doodlevae

Yet another disentangled VAE ... but for quick drawing doodles

deep-learning doodle face generative-ai latent-space latent-variable-models ml nn pytorch quickdr quickdraw-dataset vae vae-pytorch

Last synced: 15 May 2026

https://github.com/pasaopasen/cost2fitness

PyPI package for 1) conversion cost values (less is better) to fitness values (more is better) and vice versa, 2) using fast neural networks for forward propagation

converter cost-optimization evolution fitness-score forward-propagation neural-networks nn pipeline pypi pypi-package transformer

Last synced: 21 Mar 2025

https://github.com/apsurt/quasar-chess-engine-old

Infinte chess engine

ai chess chess-engine engine infinite-chess neural-network nn rnn stockfish

Last synced: 06 Apr 2025

https://github.com/mathiswellmann/reservoir_computer

Reservoir Computers on CPU

ai linear-regression ml nn recurrent-neural-networks reservoir reservoir-computing

Last synced: 21 Sep 2025

https://github.com/evanmcclure/digits

A neural network that recognizes hand-written digits

machine-learning ml neural-network nn rust rust-lang

Last synced: 02 Aug 2025

https://github.com/diwakar-346/doodlevae

Yet another disentangled VAE ... but for quick drawing doodles

deep-learning doodle face generative-ai latent-space latent-variable-models nn pytorch quickdr quickdraw-dataset vae vae-pytorch

Last synced: 23 Aug 2025

https://github.com/salieri/tartarus-deep

Deep learning framework for TypeScript

ai artificial-intelligence deep-learning deeplearning machine-learning ml neural-network neural-networks nn typescript

Last synced: 13 Feb 2026

https://github.com/soulyma/face_emotional_detection

This notebook is designed to train a deep learning model for face emotion recognition. It uses TensorFlow and is run in a Google Colab environment.

ai artificial-intelligence artificial-neural-networks colab-notebook emotion-detection nn nural-network nuralnetwork tensorboard testing training validation

Last synced: 19 Jun 2025

https://github.com/codewithdark-git/titans-transformer

This repository contains an experimental implementation of the Titans Transformer architecture for sequence modeling tasks. The code is a personal exploration and may include errors or inefficiencies as I am currently in the learning stage. It is inspired by the ideas presented in the original

deep-learning deep-neural-networks inference llm ml neural-networks new nn paper python research-paper test titans transformer transformers-models

Last synced: 11 Apr 2026

https://github.com/taiseen/react_redux_firebse

class firebase firebase-auth firebase-database net-ninja-tutorial nn react react-class-components redux redux-thunk router

Last synced: 11 Apr 2026

https://github.com/fabiancormier/cross-domain-transfer-learning-from-human-motion-to-robot-fault-detection

The code trains an LSTM-based residual model on human motion data and applies transfer learning to detect robotic joint faults. It preprocesses data, maps robot features to human-like patterns, and fine-tunes a model while freezing early layers. The optimized model is evaluated with class weighting, callbacks, and feature importance analysis.

bilstm-model feature feature-adaptation feature-engineering fine-tuning lstm-model lstm-neural-networks nn rnn tensorflow

Last synced: 26 Jun 2025

https://github.com/sreevardhanreddi/ml_dl

Exploring computer vision, neural nets, and AI in general

ai dl ml nn

Last synced: 13 Jul 2025

https://github.com/ololx/pixel-seven-recognizer

This is a simple realization of a one digit recognition

ai artificial-intelligence digit-recognition digit-recognizer java neural-network neural-networks nn perceptron recognition recognizer

Last synced: 13 Jun 2025

https://github.com/shubhamwagh/picograd

A lightweight neural network framework implementation in Python

autograd engine gradengine nn picograd

Last synced: 14 Jan 2026

https://github.com/fulcrum101/problemcon_hackathon_tensorflow

Hackathon ProblemCon++ 2.0 workshop: NN basics with TensorFlow www.problemcon.lv

ai artificial-intelligence hackathon latvia machine-learning ml neural-network nn problemcon tensorflow2 tensorflow2-awesome workshop

Last synced: 19 Mar 2026

https://github.com/mramanindia/product_matching_with_shelf_images

Finding Product using captured product Images in the shelf Images for tracking location of Product in the store.

deep-neural-networks feature-engineering machine-learning nn object-detection product-matching retails

Last synced: 20 Apr 2026

https://github.com/kdesp73/nn

Neural Network Library written in pure C

backpropagation library neural-network neural-networks nn

Last synced: 21 Apr 2026

https://github.com/kdesp73/nni

NN training interface for the nn library

cli interface neural-network neural-networks nn

Last synced: 24 Apr 2026

https://github.com/flyingfathead/neurograph-framework

A versatile tool for visualizing entropy loss in TensorFlow-based neural network training, providing insightful scatter plots with annotations.

data-analysis data-analysis-python data-visualization entropy graph graphs neural-network neural-networks neural-networks-visualization nn python python3 tensorflow tensorflow2 training visualization visualization-tools

Last synced: 24 Apr 2026

https://github.com/meopbk/fast_inference_classifiers

Multilable fast inference classifiers (Ridge Regression and MLP) for NLPs with Sentence Embedder, K-Fold, Bootstrap and Boosting. NOTE: since the MLP (fully connected NN) Classifier was too heavy to be loaded, you can just compile it with the script.

boosting bootstrap classification classifiers classifiers-comparison embedders fast-inference learning-curve mlp-classifier mlp-networks nlp nn python python3 ridge-classifier ridge-regression ridge-regression-model transformers

Last synced: 02 May 2026

https://github.com/rahuldkjain/classification-using-custom-activation-functions

Image classification of MNIST & CIFAR-10 dataset using custom activation functions

cifar10 cnn custom-activation-function image-classification mnist nn python

Last synced: 02 May 2026

https://github.com/xcollab/pneumonia-detection-from-chest-x-rays

This project implements an AI-powered Pneumonia Detection and Analysis System using a Convolutional Neural Network (CNN). The system is designed to detect pneumonia from chest X-ray images, providing predictions and detailed analysis through an interactive user interface built with Streamlit.

cnn cnn-classification cnn-model custom-nn llm nn pneumonia-classification pneumonia-detection python python3 pytorch x-ray

Last synced: 05 May 2026

https://github.com/sadratehranian/data-collection-and-machine-learning

create a model using logistic regression to predict whether the fire alarm of a smoke detector should sound or not. Second, predicts whether an electric drive in a production plant may be faulty or not.

data data-analysis data-science datacollection logistic-regression machine-learning ml nn

Last synced: 05 Jan 2026

https://github.com/kbhalajiyadav/lipophilicity_model

This project trains a Morgan Fingerprint model to predict lipophilicity.

maccs-fingerprint mlpregressor morgan-fingerprints nn rdkit rdkit-chem rmse-score sklearn smiles

Last synced: 16 Apr 2026

https://github.com/its-just-nans/rust-mnist-neural-network

PoC - Simple MNIST NN from scratch in rust

mnist neural-network nn rust

Last synced: 04 Oct 2025

https://github.com/codewithdark-git/latentrecurrentdepthlm

This project presents a novel approach that integrates latent representations with recurrent architectures for depth modeling. It is designed for efficient learning and inference in complex environments.

ann hugging huggingface-transformers language-model latent llm lm model nn pythin pytorch recurrent-neural-networks rlms rnn tlm torch transformer

Last synced: 13 May 2026

https://github.com/iskage/pytorch-notes

搭建神经网络：深入学习 Pytorch (Notes on Pytorch

deep-learning neural-network nn python pytorch torch torchvision

Last synced: 18 Apr 2026

https://github.com/aysenurcftc/credit_score-classification

classification credit-scoring csv finance logistic-regression neural-network nn scikit-learn

Last synced: 15 May 2026

https://github.com/ArtZaragozaGitHub/NN--P4_Predicting_Customers_Likely_to_Abandon_Bank_Services

Analyze the customer data, build a neural network to help the operations team identify the customers that are more likely to churn, and provide recommendations on how to retain such customers

eda keras-classification-models matplotlib-library nn numpy-library pandas-library regularization-methods seaborn-library tensorflow

Last synced: 03 Feb 2026

https://github.com/codewithdark-git/transformers

The Transformers repository provides a comprehensive implementation of the Transformer architecture, a groundbreaking model that has revolutionized both Natural Language Processing (NLP) and Computer Vision tasks. Introduced in the seminal paper "Attention is All You Need" by Vaswani et al.

deep-learning machine-learning-algorithms nlp nlp-machine-learning nn python self-attention transformer transformer-architecture transformers-models vision vision-transformer

Last synced: 19 Apr 2026

https://github.com/klima7/statistics-in-data-analysis-exercises

Exercises for Statistic in data analysis subject - NN, KNN, NM.

knn nm nn statistics

Last synced: 11 Oct 2025

https://github.com/danielathome19/classification-model-builder

Assists in the creation of convolutional neural network models for image classification. Models are generated with the Keras library, wrapped from Python in C# to allow use between languages.

classification classification-model cnn cnn-keras convolutional-neural-network convolutional-neural-networks csharp interop interoperability keras machine-learning machine-learning-model machine-learning-model-builder ml model-builder neural-network nn python tensorflow trainer

Last synced: 14 Apr 2026

https://github.com/klima7/numpynet

Convolutional Neural Network written from scratch using numpy with API similar to tensorflow.

cnn convolution network nn numpy scratch tensorflow

Last synced: 24 Sep 2025

https://github.com/jurihock/crepetuner

Basic tuner on top of torchcrepe and pyaudio

analysis audio crepe music nn pitch python pytorch torchcrepe tuner

Last synced: 17 May 2026

https://github.com/thedragoncode/training-data-for-ai

Training data for the neural network

ai data flood meaningless neural-network neural-networks nn obscene politics spam toxic training

Last synced: 29 Jan 2026

https://github.com/circuit-overtime/cnn_facecom

Yo!! Welcome to the Collaborative Repository for CNN Facial Classification and Gender Recognition

cnn computer-vision flask grad-cam keras nn pillow pytorch resnet50 resnet50v2 tensorflow tersorboard

Last synced: 05 Apr 2026

https://github.com/bartossh/bzz

Bzz is to bzzzzzz!

ai c educational fun game nn raylib

Last synced: 24 Jan 2026

https://github.com/rushikeshghuge-19/sar_colorization

This project aims to enhance Synthetic Aperture Radar (SAR) imagery by developing a deep learning-based system that colorizes grayscale SAR images and extracts meaningful features. The solution integrates advanced feature extraction and natural language processing (NLP) for prompt-based user interactions, similar to ChatGPT.

cnn gan ml nlp nn python

Last synced: 18 May 2026

https://github.com/aronno1920/fashion-classifier-mnist

This project is a full-stack web application that allows users to upload an image of a fashion item (e.g., shirt, sneaker, bag) and classifies it using a Neural Network (NN) and Convolutional Neural Network (CNN)

cnn convolutional-neural-networks deep-learning fashion-classifier flask mnist nn nuralnetwork python