multi-layer-perceptron

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wagamamaz /tensorflow-tutorial

Star732

TensorFlow and Deep Learning Tutorials

nlp machine-learning reinforcement-learning deep-learning neural-network notebook tensorflow keras deep-reinforcement-learning cnn recurrent-neural-networks neural-networks autoencoder tensorflow-tutorials convolutional-neural-networks neural-machine-translation tflearn tensorlayer multi-layer-perceptron deep-learning-tutorial

UpdatedFeb 26, 2018

dcmocanu /sparse-evolutionary-artificial-neural-networks

Star255

Always sparse. Never dense. But never say never. A Sparse Training repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).

deep-neural-networks sparsity deep-learning scalability randomization neuroevolution deep-learning-algorithms classification evolutionary-algorithms artificial-neural-networks restricted-boltzmann-machine complex-networks deep-learning-papers multi-layer-perceptron generative-models sparse-neural-networks scalable-deep-learning sparse-training sparse-evolutionary-training adaptive-sparse-connectivity

UpdatedJul 21, 2021
Python

MBKraus /Predicting_real_estate_prices_using_scikit-learn

Star175

Predicting Amsterdam house / real estate prices using Ordinary Least Squares-, XGBoost-, KNN-, Lasso-, Ridge-, Polynomial-, Random Forest-, and Neural Network MLP Regression (via scikit-learn)

real-estate python machine-learning neural-network random-forest lasso xgboost polynomial ensemble-learning ols decision-trees ridge-regression polynomial-regression knn multi-layer-perceptron amsterdam predicting-housing-prices lasso-regression mlp-regressor knn-regression

UpdatedApr 9, 2019
Python

neosapience /mlp-singer

Star118

Official implementation of MLP Singer: Towards Rapid Parallel Korean Singing Voice Synthesis (IEEE MLSP 2021)

text-to-speech pytorch mlp multi-layer-perceptron singing-synthesis singing-voice-synthesis

UpdatedFeb 24, 2022
Python

RubixML /Sentiment

Star113

An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.

php machine-learning natural-language-processing tutorial deep-learning sentiment-analysis neural-network text-classification imdb dataset tf-idf gradient-descent example-project multi-layer-perceptron backpropagation sentiment-classification php-ml text-sentiment machine-learning-tutorial php-machine-learning

UpdatedJul 25, 2025
PHP

snap-research /MLPInit-for-GNNs

Star77

[ICLR 2023] MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization

deep-learning scalability pytorch feedforward-neural-network multi-layer-perceptron graph-algorithm graph-neural-networks gnn efficient-training

UpdatedApr 5, 2023
Jupyter Notebook

ssatia /strtsmrt

Star71

Stock price trend prediction with news sentiment analysis using deep learning

deep-learning sentiment-analysis neural-network linear-regression multi-layer-perceptron

UpdatedMar 30, 2017
Python

wmpscc /CNN-Series-Getting-Started-and-PyTorch-Implementation

Star65

我的笔记和Demo，包含分类，检测、分割、知识蒸馏。

nin cnn pytorch vgg ssd densenet alexnet multi-layer-perceptron googlenet inception-resnet cnn-series

UpdatedJun 22, 2022
Jupyter Notebook

snatch59 /cnn-svm-classifier

Star63

Using Tensorflow and a Support Vector Machine to Create an Image Classifications Engine

random-forest tensorflow support-vector-machine confusion-matrix t-sne multi-layer-perceptron classify-images quadratic-discriminant-analysis linear-discriminant-analysis k-nearest-neighbors extra-trees-classifier

UpdatedDec 9, 2018
Python

molcik /python-neuron

Sponsor

Star41

Neuron class provides LNU, QNU, RBF, MLP, MLP-ELM neurons

python time-series neural-network prediction artificial-intelligence neural-networks artificial-neural-networks neurons mlp ann multi-layer-perceptron lnu rbf mlp-elm qnu

UpdatedJan 6, 2026
Python

iam-mhaseeb /Multi-Layer-Perceptron-MNIST-with-PyTorch

Star40

This repository is MLP implementation of classifier on MNIST dataset with PyTorch

udacity deep-neural-networks deep-learning neural-network python3 neural-networks mlp pyth udacity-nanodegree multi-layer-perceptron fully-connected-network mlp-classifier

UpdatedDec 1, 2018
Jupyter Notebook

eltontay /Ethereum-Fraud-Detection

Star39

Detecting Fraudulent Blockchain Accounts on Ethereum with Supervised Machine Learning

machine-learning time-series random-forest naive-bayes ethereum kaggle mining lightgbm logistic-regression support-vector-machine multi-layer-perceptron fraud-detection etherscan stacked-ensembles extreme-gradient-boosting

UpdatedNov 18, 2022
Jupyter Notebook

SaashaJoshi /raman-spetroscopy-chemical-detection

Star35

Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)

spectrum tensorflow keras cnn pca classification multi-layer-perceptron spectroscopy normalization savitzky-golay deep-neural-network raman-spectrum-recognition rruff-dataset

UpdatedAug 18, 2020
Jupyter Notebook

iamhankai /mini-dnn-cpp

Star33

C++ demo of deep neural networks (MLP, CNN)

deep-neural-networks cpp mnist convolutional-neural-networks multi-layer-perceptron

UpdatedDec 28, 2023
C++

Gogul09 /digit-recognizer-live

Star31

Recognize Digits using Deep Neural Networks in Google Chrome live!

javascript machine-learning deep-neural-networks deep-learning keras artificial-intelligence keras-tutorials convolutional-neural-networks digit-recognition multi-layer-perceptron keras-tensorflow tensorflowjs

UpdatedMar 12, 2019
JavaScript

gtzjh /mymodels

Star26

Assemble an efficient interpretable machine learning workflow.

docker machine-learning neural-network random-forest linear-regression sklearn container xgboost gbdt lightgbm logistic-regression support-vector-machine adaboost multi-layer-perceptron catboost gradient-boosting-decision-trees optuna k-neighbors shapley-additive-explanations

UpdatedDec 31, 2025
Python

Pale-Blue-Dot-97 /Minerva

Star22

Minerva project includes the minerva package that aids in the fitting and testing of neural network models. Includes pre and post-processing of land cover data. Designed for use with torchgeo datasets.

python deep-neural-networks deep-learning cnn pytorch remote-sensing neural-networks resnet fcn multi-layer-perceptron torchvision multi-spectral land-cover-classification torchgeo

UpdatedJan 26, 2026
Python

NTU-CCA /EE7207

Star21

EE7207 Neural & Fuzzy Systems

svm som rnn bam multi-layer-perceptron fuzzy-logic rbf fuzzy-modeling fuzzy-identification

UpdatedJan 14, 2021
Python

kkgadiraju /SatelliteImageClassification

Star20

Pixel based classification of satellite imagery - feature generation using Orfeo Toolbox, feature selection using Learning Vector Quantization, CLassification using Decision Tree, Neural Networks, Random Forests, KNN and Naive Bayes Classifier

pixel weka naive-bayes-classifier classification satellite-imagery knn multi-layer-perceptron ensemble-classifier

UpdatedJun 15, 2017
R

pranay360 /Image_Classification_CIFAR-10

Star19

Image Classification on CIFAR-10 Dataset using Multi Layer Perceptrons in Python from Scratch.

python deep-neural-networks image-classification multi-layer-perceptron cifar10

UpdatedJun 17, 2017
Python

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