multilayer-perceptron

There are 4 repositories under multilayer-perceptron topic.

lucidrains / g-mlp-pytorch
Implementation of gMLP, an all-MLP replacement for Transformers, in Pytorch
artificial-intelligence deep-learning multilayer-perceptron
Language:Python 416
lucidrains / segformer-pytorch
Implementation of Segformer, Attention + MLP neural network for segmentation, in Pytorch
artificial-intelligence attention-mechanism deep-learning image-segmentation multilayer-perceptron segmentation
Language:Python 308
MetaRec
khanhnamle1994 / MetaRec
PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models
deep-learning recommender-systems collaborative-filtering movielens-dataset matrix-factorization multilayer-perceptron autoencoders pytorch wandb tensorboard tensorflow ranking django cometml meta-learning boltzmann-machines
Language:Python 290
jczic / MicroMLP
A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)
micropython neural-network multilayer-perceptron mlp ai deep-learning esp32 lopy wipy hc2 pycom ann artificial-intelligence neurons machine-learning predictive-modeling deeplearning qlearning q-learning
Language:Python 172
AFAgarap / malware-classification
Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification
convolutional-neural-networks support-vector-machine tensorflow classification image-classification artificial-neural-networks machine-learning supervised-learning artificial-intelligence malware-detection computer-vision deep-learning multilayer-perceptron recurrent-neural-networks gated-recurrent-units
Language:Python 161
abhinav-bhardwaj / IoT-Network-Intrusion-Detection-System-UNSW-NB15
Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset
unsw-nb15 machine-learning deep-learning network-intrusion-detection cybersecurity supervised-learning network-security random-forest svm-classifier classification decision-tree-classifier knn multilayer-perceptron logistic-regression linear-regression mlp-classifier keras tensorflow iot-security iot
Language:Jupyter Notebook 110
lucidrains / g-mlp-gpt
GPT, but made only out of MLPs
artificial-intelligence deep-learning multilayer-perceptron
Language:Python 86
lucidrains / mlp-gpt-jax
A GPT, made only of MLPs, in Jax
artificial-intelligence deep-learning jax language-model multilayer-perceptron
Language:Python 57
AFAgarap / wisconsin-breast-cancer
[ICMLSC 2018] On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset
machine-learning machine-learning-algorithms scikit-learn tensorflow nearest-neighbours-classifier support-vector-machine multilayer-perceptron recurrent-neural-network linear-regression logistic-regression softmax-regression classification binary-classification supervised-learning
Language:Python 55
mosdeo / LKYDeepNN
Low dependency（C++11 STL only）, good portability, header-only, deep neural networks for embedded
deep-learning back-propagation cross-entropy multilayer-perceptron data-visualization data-science
Language:C++ 48
DHDev0 / Stochastic-muzero
Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variations.
arxiv-papers machine-learning offline-reinforcement-learning online-reinforcement-learning muzero-stochastic stochastic-muzero deep-reinforcement-learning gym-environments lstm monte-carlo-tree-search muzero pytorch resnetv2 rl transformer multilayer-perceptron
Language:Python 41
liashchynskyi / skynet
JavaScript implementation of simple multilayer perceptron (MLP)
javascript machine-learning ml mlp multilayer-perceptron neural-network
Language:JavaScript 38
mravanelli / pytorch_MLP_for_ASR
This code implements a basic MLP for speech recognition. The MLP is trained with pytorch, while feature extraction, alignments, and decoding are performed with Kaldi. The current implementation supports dropout and batch normalization. An example for phoneme recognition using the standard TIMIT dataset is provided.
pytorch asr kaldi deep-learning deep-neural-networks speech-recognition timit mlp feedforward-neural-network kaldi-asr multilayer-perceptron neural-networks python cuda
Language:Perl 37
nipunmanral / MLP-Training-For-MNIST-Classification
Multilayer perceptron deep neural network with feedforward and back-propagation for MNIST image classification using NumPy
deep-learning neural-networks multilayer-perceptron feedforward-neural-network backpropagation mnist-classification
Language:Python 28
noway / yagrad
yet another scalar autograd engine - featuring complex numbers and fixed DAG
autograd backpropagation complex-numbers gradient gradient-descent micrograd multilayer-perceptron neural-network tinygrad machine-learning
Language:Python 25
rahul-38-26-0111-0003 / Network-based-Intrusion-Detection-Systems
Final Year project based upon Network Intrusion Detection System
python3 scikit-learn machine-learning adaboost decision-tree naive-bayes knn-classification linear-discriminant-analysis linearsvc logistic-regression multilayer-perceptron quadratic-discriminant-analysis random-forest sgd-classifier correlation
Language:Jupyter Notebook 23
gcampanella / pydata-london-2018
Slides and notebooks for my tutorial at PyData London 2018
optimization linear-programming convex-optimization quadratic-programming quantile-regression elastic-net survival-analysis maximum-likelihood-estimation multilayer-perceptron deep-learning gradient-descent stochastic-gradient-descent tutorial pydata
Language:Jupyter Notebook 22
victorqribeiro / digitRecognition
Implementation of a digit recognition using my Neural Network with the MNIST data set.
mnist classification multilayer-perceptron neural-network machine-learning javascript
Language:JavaScript 22
mikeroyal / Algorithms-and-Data-Structures
Algorithms & Data Structures Guide
algorithms machine-learning graph-algorithms binary-search binary-search-tree data-structures multilayer-perceptron multilayer-perceptron-network computer-science awesome awesome-list software-engineering interview-questions leetcode leetcode-solutions interview-practice interview-preparation data-structures-and-algorithms datastructures
21
adityashrm21 / Deep-Learning-Algorithms-Implementation
Implementations of (Deep Learning + Machine Learning) Algorithms
deep-learning-algorithms deep-learning neural-networks implementation-of-algorithms implementation multilayer-perceptron restricted-boltzmann-machine machine-learning tensorflow decision-trees algorithm jupyter-notebook linear-regression logistic-regression decision-tree pytorch keras
Language:Jupyter Notebook 20
AFAgarap / dl-relu
Deep Learning using Rectified Linear Units (ReLU)
tensorflow artificial-neural-networks deep-learning machine-learning classification classifier multilayer-perceptron supervised-learning convolutional-neural-networks computer-vision deep-neural-networks neural-networks recurrent-neural-networks long-short-term-memory-models vgg16 keras keras-tensorflow keras-neural-networks keras-models artificial-intelligence
Language:Jupyter Notebook 20
dongyx / lnn
A Command-Line Program of Feedforward Neural Networks
ai artificial-intelligence c command-line deep-learning feedforward-neural-network machine-learning neural-network unix mlp multilayer-perceptron multilayer-perceptron-network cli linux terminal
Language:C 20
serengil / neural-networks-py
Core neural networks framework supporting to build multilayer perceptron
back-propagation deep-learning deep-neural-networks gradient-descent multilayer-perceptron neural-networks
Language:Python 20
desaichirayu / Personality-Attribution-using-Natural-Language-Processing
Aims at attributing the big-five personality traits to authors of essays by analyzing their works.
natural-language-processing machine-learning personality-traits support-vector-machines naive-bayes neural-networks multilayer-perceptron word2vec tfidf gridsearch cross-validation scikit-learn feature-engineering
Language:Python 17
victorqribeiro / MLP
A multilayer perceptron in JavaScript
multilayer-perceptron neural-network javascript
Language:JavaScript 17
AhsanAyub / adversarial_ml_ids
Adversarial Machine Learning applications on network-based Intrusion Detection System (IDS).
adversarial-machine-learning intrusion-detection intrusion-detection-system machine-learning multilayer-perceptron
Language:Python 16
BotanAtomic / FaceID
face recognition with deep learning
face-recognition cpp deep-learning machine-learning from-scratch face-detection dl4j cnn multilayer-perceptron-network multilayer-perceptron
Language:C++ 14
mcabinaya / Bank-Marketing-Data-Analysis
Machine Learning/Pattern Recognition Models to analyze and predict if a client will subscribe for a term deposit given his/her marketing campaign related data
bank-marketing-analysis categorical-data class-imbalance cross-validation data-preprocessing data-visualization dimensionality-reduction histogram knn-classifier logistic-regression matplotlib missing-data multilayer-perceptron naive-bayes-classifier pandas-dataframe python random-forest roc-auc sklearn-library svm-classifier
Language:Python 14
JBezerra / Deep-Feedfoward-Neural-Network
This project is a simple neural network maden in javascript as known as MLP(Multilayer Perceptron) also.
artificial-intelligence artificial-neural-networks javascript machine-learning multilayer-perceptron neural-network
Language:JavaScript 13
victorqribeiro / faceRecognition
A face recognition in JavaScript using my neural network
face-detection face-recognition neural-network multilayer-perceptron neural-networks javascript
Language:JavaScript 13
StarlangSoftware / Classification-Py
Machine learning library for classification tasks
decision-tree-classifier dataset-manager autoencoder-classification bagging-trees decision-stumps multilayer-perceptron-network deep-neural-networks rocchio-algorithm classification-algorithm linear-discriminant-analysis multilayer-perceptron naive-bayes-classifier quadratic-discriminant-analysis random-forest-classifier feature-selection subset-selection pca statistical-tests
Language:Python 11
nunn
eantcal / nunn
Collection of Machine Learning Algorithms
machine-learning machine-learning-algorithms mnist neural-network handwritten-digits deep-neural-networks linux windows macos tictactoe xor-problem ocr-test qlearning qlearning-algorithm sarsa reinforcement-learning-algorithms multilayer-perceptron-network multilayer-perceptron cplusplus-17 modern-cpp
Language:C++ 10
Shaswat2001 / INN_Continuum_Robot
Repository for "Inverse Kinematics of Tendon Driven Continuum Robots using Invertible Neural Network" (CompAuto 2022)
continuum-robotics deep-learning inverse-kinematics machine-learning neural-networks robotics tendon-driven neural-network robot robot-control robot-controller extreme-learning-machine piecewise-constant static-model mlp-regressor multilayer-perceptron trajectory-generation python tensorflow invertible-neural-networks
Language:C++ 10
Danfoa / parkinson-progression-prediction-with-speech-tests
Computer Intelligence subject final project at UPC.
regression parkinsons-disease parkinson-diagnosis parkinson machine-learning updrs-scale uci-machine-learning uci parkinsons-telemonitoring-dataset rfe anfis support-vector-regression multilayer-perceptron gradient-boosting-regressor
Language:Python 9
msaintfelix / TensorFlow_MusicGenre_Classifier
Classifying wav files with their MFCC
jupyter-notebook tensorflow mfcc convolutional-neural-network multilayer-perceptron
Language:Jupyter Notebook 9
SpringerNLP / Chapter4
Chapter 4: Basics of Deep Learning
audio-classification autoencoder data-augmentation deep-learning keras multilayer-perceptron neural-networks restricted-boltzmann-machine
Language:Jupyter Notebook 9

multilayer-perceptron

lucidrains / g-mlp-pytorch

lucidrains / segformer-pytorch

khanhnamle1994 / MetaRec

jczic / MicroMLP

AFAgarap / malware-classification

abhinav-bhardwaj / IoT-Network-Intrusion-Detection-System-UNSW-NB15

lucidrains / g-mlp-gpt

lucidrains / mlp-gpt-jax

AFAgarap / wisconsin-breast-cancer

mosdeo / LKYDeepNN

DHDev0 / Stochastic-muzero

liashchynskyi / skynet

mravanelli / pytorch_MLP_for_ASR

nipunmanral / MLP-Training-For-MNIST-Classification

noway / yagrad

rahul-38-26-0111-0003 / Network-based-Intrusion-Detection-Systems

gcampanella / pydata-london-2018

victorqribeiro / digitRecognition

mikeroyal / Algorithms-and-Data-Structures

adityashrm21 / Deep-Learning-Algorithms-Implementation

AFAgarap / dl-relu

dongyx / lnn

serengil / neural-networks-py

desaichirayu / Personality-Attribution-using-Natural-Language-Processing

victorqribeiro / MLP

AhsanAyub / adversarial_ml_ids

BotanAtomic / FaceID

mcabinaya / Bank-Marketing-Data-Analysis

JBezerra / Deep-Feedfoward-Neural-Network

victorqribeiro / faceRecognition

StarlangSoftware / Classification-Py

eantcal / nunn

Shaswat2001 / INN_Continuum_Robot

Danfoa / parkinson-progression-prediction-with-speech-tests

msaintfelix / TensorFlow_MusicGenre_Classifier

SpringerNLP / Chapter4