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x4nth055 / emotion-recognition-using-speech

Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras

machine-learning deep-learning sklearn keras recurrent-neural-networks feature-extraction neural-networks support-vector-machine mfcc librosa emotion-detection gradient-boosting emotion-recognition kneighborsclassifier random-forest-classifier mlp-classifier speech-emotion-recognition emotion-recognizer

Updated Nov 3, 2023
Python

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

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Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset

Updated Sep 8, 2021
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abhinav-bhardwaj / Network-Intrusion-Detection-Using-Machine-Learning

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A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach

data-science machine-learning deep-learning network keras pandas cybersecurity statistical-analysis supervised-learning classification autoencoder lstm-model cnn-keras svm-classifier network-security intrusion-detection-system nsl-kdd mlp-classifier

Updated Oct 12, 2021
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dsgiitr / VisualML

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Interactive Visual Machine Learning Demos.

machine-learning deep-learning svm style-transfer pca autoencoder logistic-regression visualizations mlp-classifier tensorflow-js vanishing-gradient

Updated Mar 10, 2023
CSS

aniass / Product-Categorization-NLP

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Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).

python text-classification word2vec transformers pandas nltk topic-modeling data-analysis gensim doc2vec mlp-classifier cnn-text-classification doc2vec-model distilbert huggingface-transformers

Updated Aug 3, 2024
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Jacobvs / DDOS-ML-Detection

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Detects DDOS attacks using ML

python machine-learning ddos keras ddos-detection mlp-classifier

Updated Jul 12, 2020
Python

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

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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

Updated Dec 1, 2018
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RoccoJay / Audio_to_Emotion

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Classifying Audio to Emotion

audio python speech emotion xgboost song emotion-recognition voting-classifier mlp-classifier speech-emotion-recognition lgbm ravdess optuna

Updated Dec 14, 2019
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rudrajikadra / Speech-Emotion-Recognition-using-Librosa-library-and-MLPClassifier

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In this project we use RAVDESS Dataset to classify Speech Emotion using Multi Layer Perceptron Classifier

python librosa python-project mlp-classifier speech-emotion-recognition ravdess-dataset

Updated May 31, 2020
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kbasu2016 / Autism-Detection-in-Adults

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This is a binary classification problem related with Autistic Spectrum Disorder (ASD) screening in Adult individual. Given some attributes of a person, my model can predict whether the person would have a possibility to get ASD using different Supervised Learning Techniques and Multi-Layer Perceptron.

random-forest naive-bayes-classifier supervised-learning support-vector-machine data-wrangling decision-tree-classifier k-nearest-neighbours quadratic-discriminant-analysis linear-discriminant-analysis mlp-classifier data-cleansing logistic-regression-models

Updated May 15, 2018
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MohammadAsadolahi / MLP-NN-binary-classifier-for-breast-cancer-classification-in-python

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Multilayer Perceptron Neural network for binary classification between two type of breast cancer ("benign" and "malignant" )using Wisconsin Breast Cancer Database

mlp gradient-descent binary-classification nueral-networks mlp-classifier mlp-networks perceptron-neural-networks

Updated Nov 18, 2021
Python

NahidEbrahimian / Machine-Learning

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Machine Learning algorithms Implementation from Scratch

python machine-learning numpy sklearn scipy matplotlib perceptron adaline mlp-classifier knn-classifier

Updated Mar 29, 2024
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tien02 / ensemble-roberta-fasttext-vietnamese

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Ensemble PhoBERT with FastText Embedding to improve performance on Vietnamese Sentiment Analysis tasks.

nlp sentiment-analysis text-classification pytorch lstm fasttext bert svm-classifier sentiment-classification mlp-classifier gensim-word2vec fine-tuning fasttext-embeddings pytorch-lightning bert-fine-tuning phobert

Updated Jun 29, 2023
Python

shrebox / Fake-News-Detection

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This repository contains supervised fake news detection on LIAR dataset. Check out the analysis details for more details.

machine-learning neural-networks supervised-learning logistic-regression fake-news doc2vec ensemble-model svm-classifier mlp-classifier fake-news-detection

Updated Jun 27, 2020
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mehtabhavin10 / insurance_fraud_detection

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🔍 | 📈 | Life / Health Insurance Fraud Detection | 📋 | (Codeshahstra Round 1 Hackathon)

css python html competition django algorithms insurance hackathon teamwork decision-tree-classifier fraud-detection responsive-web-design mlp-classifier graphjs

Updated Aug 26, 2019
HTML

subhanjandas / Artificial-Neural-Networks-for-Fraud-Detection-in-Supply-Chain-Analytics-MLPClassifier-and-Keras

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In this study, we aimed to detect fraudulent activities in the supply chain through the use of neural networks. The study focused on building two machine learning models using the MLPClassifier algorithm from the scikit-learn library and a custom neural network using the Keras library in Python.

neural-network tensorflow supply-chain neural-networks keras-neural-networks keras-tensorflow mlp-classifier supply-chain-analytics supplychainanalytics supply-chain-data-science