artificial-neural-network | Topic

Topic: "artificial-neural-network"

casparwylie/Perceptron

A flexible artificial neural network builder to analyse performance, and optimise the best model.

Language: Python - Size: 14.6 MB - Last synced at: 5 months ago - Pushed at: almost 4 years ago - Stars: 404 - Forks: 38

quocviethere/Coursera-Machine-Learning-Specialization

2022 Coursera Machine Learning Specialization Optional Labs and Programming Assignments

Language: Jupyter Notebook - Size: 6.8 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 183 - Forks: 139

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

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

Language: TeX - Size: 2.13 MB - Last synced at: 12 days ago - Pushed at: almost 5 years ago - Stars: 132 - Forks: 9

AIKA (Artificial Intelligence for Knowledge Acquisition) is an innovative approach to neural network design, diverging from traditional architectures that rely heavily on rigid matrix and vector operations. The AIKA Project introduces a flexible, sparse, and non-layered network representation, derived from a type hierarchy.

Language: Java - Size: 12.9 MB - Last synced at: 12 days ago - Pushed at: 3 months ago - Stars: 77 - Forks: 20

harismuneer/Handwritten-Digits-Classification-Using-KNN-Multiclass_Perceptron-SVM

🏆 A Comparative Study on Handwritten Digits Recognition using Classifiers like K-Nearest Neighbours (K-NN), Multiclass Perceptron/Artificial Neural Network (ANN) and Support Vector Machine (SVM) discussing the pros and cons of each algorithm and providing the comparison results in terms of accuracy and efficiecy of each algorithm.

Language: Python - Size: 13 MB - Last synced at: 13 days ago - Pushed at: 3 months ago - Stars: 62 - Forks: 18

CarsonScott/HSOM

Hierarchical self-organizing maps for unsupervised pattern recognition

Language: Python - Size: 174 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 54 - Forks: 10

TatevKaren/artificial-neural-network-business_case_study

Business Case Study to predict customer churn rate based on Artificial Neural Network (ANN), with TensorFlow and Keras in Python. This is a customer churn analysis that contains training, testing, and evaluation of an ANN model. (Includes: Case Study Paper, Code)

Language: Python - Size: 6.5 MB - Last synced at: 15 days ago - Pushed at: almost 4 years ago - Stars: 50 - Forks: 23

ahmedfgad/KivyAndroidClassification

Image Classification for Android using Artificial Neural Network using NumPy and Kivy.

Language: Python - Size: 241 KB - Last synced at: 10 days ago - Pushed at: 3 months ago - Stars: 26 - Forks: 6

borgestassio/Wind-Turbine-Control

Controllers designed to the 5MW NREL wind turbine using Simulink and Fast V8

Language: Fortran - Size: 91 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 24 - Forks: 14

horrible-dong/DNRT

[ICLR 2024] Dynamic Neural Response Tuning

Language: Python - Size: 3.13 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 15 - Forks: 2

Rober-t/apxr_run

A topology and parameter evolving universal learning network.

Language: Erlang - Size: 6.32 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 15 - Forks: 3

raymelon/TrafficLightNeuralNetwork

:traffic_light: An Artificial Neural Network based Traffic Light Controller for intersections. Computational Intelligence class final project.

Language: C# - Size: 560 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 13 - Forks: 7

TheKidPadra/DeepLearning.AI-Deep-Learning-Specialization

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

Language: Jupyter Notebook - Size: 33 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 12 - Forks: 5

SahibzadaSalman/Machine-Learning-with-Python

This repository contains a gentle introduction to machine learning algorithms with hands on practical examples

Language: Jupyter Notebook - Size: 46.9 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 1

kb22/Purchasing-Intention-Prediction

The project trains an Artificial Neural Network which can predict whether a visitor will generate revenue for the company or not.

Language: Jupyter Notebook - Size: 388 KB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 12 - Forks: 9

w4nderlust/cppn-tensorflow Fork of hardmaru/cppn-tensorflow

Very Simple and Basic Implementation of Compositional Pattern Producing Network in TensorFlow

Language: Python - Size: 61.6 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 11 - Forks: 2

ches-001/Binary-Segmentation-Network-for-Tumor-Detection-in-MRIs

An approach to tumor detection and segmentation via encoder decoder artificial neural network architecture

Language: Jupyter Notebook - Size: 29 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 0

cesumilo/LoveBrains 📦

LoveBrains is a simulator of artificial intelligence based on a plugin system.

Language: HTML - Size: 4.03 MB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 9 - Forks: 2

kunalG98/Self-Driving-Car

Self Diving Car Game using Pytorch and Kivy framework in Python

Language: Python - Size: 13.7 KB - Last synced at: 10 days ago - Pushed at: about 6 years ago - Stars: 7 - Forks: 0

eobi/AIENGINE

ADVANCED COLLECTION OF MACHINE LEARNING ALGORITHMS SMARTLY PUT TOGETHER

Language: Python - Size: 2.24 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 1

akinokoika/ANN-recognize-number

Numpy实现的ANN识别手写数字mnist数据集

Language: Python - Size: 11.6 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 2

manishshettym/CANN

Light weight Artificial Neural Network library written in C

Language: C - Size: 705 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 2

noemimejia/beatingthemarket

Language: R - Size: 9.12 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 5 - Forks: 5

nthnn/diwa

Lightweight simple implementation of Artificial Neural Network for Arduino ESP32, ESP8266, RP2040, PlayStation Portable SDK, WebAssembly, and even Windows, macOS, and Linux-based OSes.

Language: C++ - Size: 1.16 MB - Last synced at: 8 days ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0

akash1309/Artificial-Neural-Network

Artificial Neural Network from basic to advanced using PyTorch

Language: Jupyter Notebook - Size: 8.16 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 0

GrahlmanMatthew/Colour-SOFM

A self-organizing feature map which is trained on a random three-dimensional (RGB) input space.

Language: C++ - Size: 73.4 MB - Last synced at: 8 days ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 1

ehsan20e20e/CircularRR_AOPS

The code for the work presented in the research paper titled "***"

Language: Python - Size: 9.21 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 1

zmlabe/TOE_TMIN-TMAX

Timing of emergence of CONUS summertime temperatures

Language: Python - Size: 46.9 MB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 2

xtremista89/ANN.Net

C# implementation of standart deep neural network, with different types of neuro activation functions.

Language: C# - Size: 96.7 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 2

ekramasif/Predict_the_Diabetes

Training an Artificial Neural Network with this dataset and Predict the Diabetes.

Language: Jupyter Notebook - Size: 3.18 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 1

manuelsalamino/ANNDL_Competition

Kaggle Competition of Artificial Neural Networks and Deep Learning Course. Image Classification, Segmentation and Visual Question Answering

Language: Jupyter Notebook - Size: 33.2 KB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 2

LaurentiuSimionescu/Deep-Learning-Examples

Simple ANN, CNN and RNN examples.

Language: Python - Size: 211 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 3

AlexanderKoch-Koch/EvolvingANN

Spiking Artificial Neural Network With Reward Driven Hebbian Learning

Language: Cuda - Size: 9.26 MB - Last synced at: 3 days ago - Pushed at: about 6 years ago - Stars: 3 - Forks: 5

raymelon/TrafficLightNeuralNetwork---TensorFlow

A TensorFlow implementation of TrafficLightNeuralNetwork (ANN-based Traffic Light Controller).

Language: Python - Size: 2.93 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 2

wiryanatasunardi/Learning-Vector-Quantization-and-Self-Organizing-Map-Project

Language: MATLAB - Size: 176 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

mrcaique/ufsc-ine5430

Artificial Intelligence

Language: TeX - Size: 8.35 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

mohammad-miftakhus-sholikin/academic_website

Personal website

Language: JavaScript - Size: 28 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

OluwaseunOjeleye/Machine-Learning-and-Deep-Learning-Projects

This repository contains a collection of machine learning and deep learning algorithms I implemented from scratch using Python and C++.

Language: C++ - Size: 534 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

sohamnandi77/intelligent-seat-allocation-system

This is an intelligent seat allocation system made using Flask

Language: JavaScript - Size: 11 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 1

ejdecena/Redes-Neuronales

Este repositorio sirve de apoyo en la asignatura de Redes Neuronales.

Language: Python - Size: 4.67 MB - Last synced at: 23 days ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 2

PFalkowski/MachineLearningResources

Resources to kick start your machine learning project

Size: 36.1 KB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 2

reecebenson/uwe-ai-mla

My implementation of Multi-layer Perceptron Neural Networks for Artificial Intelligence

Language: C - Size: 33.2 KB - Last synced at: 12 months ago - Pushed at: about 8 years ago - Stars: 2 - Forks: 0

andresmegias/acordia

Guitar chord chart generator with Python

Language: Python - Size: 371 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

AlisterBaroi/cat_and_dog_classifier

Assignment Project for Machine Learning with Python course of freeCodeCamp

Language: Jupyter Notebook - Size: 27.1 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

SevdanurGENC/Artificial-Neural-Networks-Lecture-Notes

In this repo, there are lecture notes of Artificial Neural Networks (ANN).

Language: Jupyter Notebook - Size: 33.1 MB - Last synced at: 21 days ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 5

G-Redos/MAKERS-W12-Final-Project-Tetris-AI

Makers Academy: final project Tetris AI

Size: 3.91 KB - Last synced at: about 20 hours ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

himmng/EmuPBk

EmuPBk is ANN-based statistical signal emulator of Epoch of Reionization.

Language: Python - Size: 334 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

lionelsamrat10/Machine-learning-a-to-z

This repo contains code templates of all the machine learning algorithms that are used, like Regression, Classification, Clustering, etc.

Language: Jupyter Notebook - Size: 13.4 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

ARRETdaniel/machineLearning

Machine Learning Repository - Stanford University on Coursera.

Language: MATLAB - Size: 120 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

prateekagr21/Foreign-Exchange-rate-Prediction

Analyzing the data of the past 11 years and predicting the change in the foreign exchange rate.

Language: Jupyter Notebook - Size: 134 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

TheRaizer/CsharpANN

Artificial neural network in C#.

Language: C# - Size: 24.6 MB - Last synced at: 5 months ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 1

amarcu5/GBM-resectability-prediction

Reference code for "Improved Prediction of Surgical Resectability in Patients with Glioblastoma using an Artificial Neural Network"

Language: C++ - Size: 57.6 KB - Last synced at: 5 months ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1

afifadayu/breast-cancer

Decision Tree and Artificial Neural Network for Cell of Cancer

Language: R - Size: 12.7 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

timlg07/NeuralNetwork.js

Implementation and visualization of a Neural Network in JavaScript

Language: JavaScript - Size: 125 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

riju18/Bangladesh_malnourished_child_identification

According to WHO(world health organization) survey in 2014, the dataset contains nourished and malnourished child information (under 5). The job is to find out whether a child is malnourished or not when a new data will come applying machine learning algorithm.

Language: Jupyter Notebook - Size: 855 KB - Last synced at: 30 days ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

HenrikKronborg/Autoencoder-and-Perceptron

Language: Python - Size: 1.95 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

enyangxxx/tfFoodImageClassifier

Food or non-food? Image Classification with TensorFlow-1 and Artificial Neural Network

Language: Python - Size: 749 KB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 2

enyangxxx/foodImageClassifier

Food or non-food? Image Classification by Artificial Neural Network with NumPy

Language: Python - Size: 266 KB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

ok-kewei/Deep-Learning-Specialization-Coursera-

If you want to break into AI, this Specialization will help you do so. Deep Learning is one of the most highly sought after skills in tech. We will help you become good at Deep Learning. In five courses, you will learn the foundations of Deep Learning, understand how to build neural networks, and learn how to lead successful machine learning projects. You will learn about Convolutional networks, RNNs, LSTM, Adam, Dropout, BatchNorm, Xavier/He initialization, and more. You will work on case studies from healthcare, autonomous driving, sign language reading, music generation, and natural language processing. You will master not only the theory, but also see how it is applied in industry. You will practice all these ideas in Python and in TensorFlow, which we will teach. You will also hear from many top leaders in Deep Learning, who will share with you their personal stories and give you career advice. AI is transforming multiple industries. After finishing this specialization, you will likely find creative ways to apply it to your work. We will help you master Deep Learning, understand how to apply it, and build a career in AI.

Language: Jupyter Notebook - Size: 6.97 MB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

emre1512/JANN

An easy to use artificial neural network library implemented in Java.

Language: Java - Size: 40 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 2

albertalrisa/slc-ann-training-1730

Source codes for the Artificial Neural Network training held in SLC on August 27-29

Language: Python - Size: 18.6 KB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

David-Berardi/ANN

A collection of artificial neural networks of all kinds, made in Python by me.

Language: Python - Size: 4.88 KB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

wangluchen567/CANNDY

基于NumPy构建的人工神经网络框架<br> Chen's Artificial Neural Network constructeD with numpY

Language: Python - Size: 31.2 MB - Last synced at: 9 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

LatiefDataVisionary/artificial-neural-network-college-task

Language: Jupyter Notebook - Size: 1.87 MB - Last synced at: 23 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

phaubertin/crittersjs

Critters with small brains trained with a genetic algorithm, now in TypeScript!

Language: TypeScript - Size: 108 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

tallshadow/coursera-deep-learning-specialization

Deep Learning Specialization on Coursera (offered by deeplearning.ai)

Language: Jupyter Notebook - Size: 202 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

MHEN007/ANN-from-Scratch

Implementation of Artificial Neural Network from scratch using Python

Language: Jupyter Notebook - Size: 1.24 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

tigaue/uncanny-valley-in-clip

Data repository for "Signatures of the uncanny valley effect in an artificial neural network", Computers in Human Behavior, 2023

Language: Python - Size: 26 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

alanmenchaca/deep-learning-specialization

Lecture notes, resources and programming assignments taken from the specialized deep learning program (a sequence of courses all related to deep learning) offered by DeepLearning.AI on coursera.

Language: Jupyter Notebook - Size: 276 MB - Last synced at: 18 days ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

CosmoJelly/Comprehensive-Time-Series-Forecasting-System-with-GUI

A forecasting system for multiple sectors that uses ARIMA, ETS, SVR, and other models displayed on a user friendly interface with different viewing options.

Language: Jupyter Notebook - Size: 2.56 MB - Last synced at: 8 days ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

dardenkyle/Bank-Customer-Churn-Prediction

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

Language: Jupyter Notebook - Size: 1.09 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

LiYan-97/CG_SF64

This code uses computational graph and neural network to solve the five-layer traffic demand estimation in Sioux Falls network. It also includes comparison of models and 10 cross-validations.

Language: Python - Size: 8.32 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

Romi904/OpenConscience

This could include projects related to meditation and mental health, such as guided meditation apps or tools for tracking mood and stress levels. The goal of "OpenConscience" would be to promote technology that helps people live more mindfully and ethically in their personal and professional lives.

Language: Python - Size: 30.3 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 4

knayyar0416/predictive-model-classification

Built a predictive model to classify 13000+ projects as success or failure

Language: Python - Size: 6.94 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

abccastro/Heart-Disease-Prediction-using-ML-and-DL

Application to predict heart disease using logistic regression

Language: Jupyter Notebook - Size: 10.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Klassikcat/ViT-Conformer

VitConformer in Pytorch > Lightning > ONNX > TensorRT > Triton > Inferentia

Language: Python - Size: 1.05 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ANDREWTOLUTAIWO/Machine-Learning-Model-Performance-Where-There-is-No-WDN

Modelling volume of water consumed by poor people with multilinear regression and multilayer perceptron

Language: Jupyter Notebook - Size: 24.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ChaitanyaK77/Churn_Prediction_ANN

This repository contains a comprehensive Python script for building and training an Artificial Neural Network (ANN) model to predict customer churn using customer data. The code includes extensive data preprocessing steps, such as scaling, one-hot encoding, and visualization, to ensure the model's accuracy and effectiveness.

Language: Jupyter Notebook - Size: 305 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

GLAZERadr/Multi-Layer-Perceptron-Pytorch

In this project, we will explore the implementation of a Multi Layer Perceptron (MLP) using PyTorch. MLP is a type of feedforward neural network that consists of multiple layers of nodes (neurons) connected in a sequential manner.

Language: Jupyter Notebook - Size: 282 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

babakmohammadi/ANN-merged-with-the-firefly-algorithm

ANN merged with the firefly algorithm

Language: MATLAB - Size: 60.5 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

fardinafdideh/A-Unimodal-Neural-Network-Based-Person-Authentication-System-Based-on-the-Sound-of-the-Signing

A Unimodal Neural Network-Based Person Authentication System Based on the Sound of the Signing

Size: 334 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

peter-strom/ML-p2-Neural_net_embedded

Language: C++ - Size: 2.57 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 1

ryan-tabar/An-Artificial-Neural-Network

A Feed Forward Artificial Neural Network from first principles.

Language: Python - Size: 11 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

magic-ike/regression-neural-network

A MATLAB script for visualizing a feedforward neural network's understanding of a math function under different parameters

Language: MATLAB - Size: 306 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

HillidatulIlmi/EDA-and-Deep-Learning-ANN-Telco-Customer-Churn-Predictions

Predict the case of Telco Customer Churn data set as a measure of the percentage of customer accounts that cancel by choosing not to renew their subscription (No) and continue to renew their service (YES). Measured based on actual usage or failure when getting telco service. Based on this, I will analyze churn using the Deep Learning ANN method.

Language: Jupyter Notebook - Size: 1.57 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0