multiclass-classification

There are 7 repositories under multiclass-classification topic.

pycm
sepandhaghighi / pycm
Multi-class confusion matrix library in Python
machine-learning confusion-matrix matrix statistics statistical-analysis accuracy ml ai mathematics data-mining data-analysis classification data-science data neural-network multiclass-classification deep-learning artificial-intelligence deeplearning evaluation
Language:Python 1487
sb-ai-lab / LightAutoML
Fast and customizable framework for automatic ML model creation (AutoML)
automl data-science machine-learning python automated-machine-learning automatic-machine-learning automl-algorithms binary-classification kaggle lama multiclass-classification nlp regression
Language:Python 1432
koba-jon / pytorch_cpp
Deep Learning sample programs using PyTorch in C++
pytorch libtorch cpp deep-learning linux convolutional-autoencoder autoencoder vae dcgan u-net pix2pix dagmm multiclass-classification dimensionality-reduction generative-modeling image-to-image-translation semantic-segmentation anomaly-detection object-detection yolo
Language:C++ 266
AdrianAntico / AutoQuant
R package for automation of machine learning, forecasting, model evaluation, and model interpretation
r timeseries supervised-learning automated-machine-learning unsupervised-learning regression classification multiclass-classification catboost xgboost h2o gpu-acceleration lightgbm panel-data automl
Language:R 246
AdeelH / pytorch-multi-class-focal-loss
An (unofficial) implementation of Focal Loss, as described in the RetinaNet paper, generalized to the multi-class case.
pytorch deep-learning loss-functions classification neural-network retinanet multiclass-classification imbalanced-classes pytorch-implementation implementation-of-research-paper machine-learning
Language:Python 238
ShawnyXiao / 2017-CCF-BDCI-AIJudge
2017-CCF-BDCI-让AI当法官(初赛)：7th/415 (Top 1.68%)
2017 ccf bdci data-mining nlp multiclass-classification
Language:Jupyter Notebook 186
ASUS-AICS / LibMultiLabel-Old-Archive
This library has been moved to https://github.com/ntumlgroup/LibMultiLabel
multilabel-classification multiclass-classification multi-label-classification text-classificaiton external-code
Language:Python 153
cmasch / cnn-text-classification
Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0
cnn yelp-dataset imdb-dataset sentiment-classification keras tensorflow text-classification multiclass-classification binary-classification deep-learning nlp imdb convolutional-neural-networks
Language:Jupyter Notebook 122
Iretha / IoT23-network-traffic-anomalies-classification
AI & Machine Learning: Detection and Classification of Network Traffic Anomalies based on IoT23 Dataset
machine-learning iot-security multiclass-classification iot-23 decision-tree-classifier naive-bayes-classifier logistic-regression-classifier random-forest-classifier svm-classifier
Language:Python 88
DennisHanyuanXu / Tiny-ImageNet
Image classification on Tiny ImageNet
tiny-imagenet svm-classifier multiclass-classification alexnet
Language:Python 76
vijayg15 / Keras-MultiClass-Image-Classification
Multiclass image classification using Convolutional Neural Network
multiclass-image-classification multiclass-classification weather weather-classification transfer-learning vggnet vgg16-model vgg19 resnet resnet50 resnet101 resnet152 data-augmentation deep-learning neural-networks computer-vision keras tensorflow convolutional-neural-network
Language:Jupyter Notebook 72
MuhammedBuyukkinaci / TensorFlow-Multiclass-Image-Classification-using-CNN-s
Balanced Multiclass Image Classification with TensorFlow on Python.
tensorflow-api multiclass-image-classification multiclass-classification tensorflow gpu gpu-options python tensorflow-tutorials tensorflow-models tensorflow-experiments image-classification low-level low-level-programming tensorflow-gpu image-recognition image-processing
Language:Python 69
MultiScale-BCI / IV-2a
bci eeg-signals eeg-classification multiclass-classification riemannian svm csp
Language:Python 68
georgezoto / TensorFlow-in-Practice
TensorFlow in Practice Specialization. Join our Deep Learning Adventures community 🎉 and become an expert in Deep Learning, TensorFlow, Computer Vision, Convolutional Neural Networks, Kaggle Challenges, Data Augmentation and Dropouts Transfer Learning, Multiclass Classifications and Overfitting and Natural Language Processing NLP as well as Time Series Forecasting 😀 All while having fun learning and participating in our Deep Learning Trivia games 🎉 http://bit.ly/deep-learning-tf
deep-learning neural-networks tensorflow computer-vision convolutional-neural-networks kaggle data-augmentation dropout multiclass-classification overfitting natural-language-processing timeseries-forecasting trivia-game tensorflow-developer-certificate
Language:Jupyter Notebook 67
CarsonScott / HSOM
Hierarchical self-organizing maps for unsupervised pattern recognition
neural-network self-organizing-map self-organization unsupervised-learning classification multiclass-classification classifier classifier-training artificial artificial-intelligence artificial-neural-network machine-learning machine-learning-algorithms artificial-intelligence-algorithms ai ml deep-learning deep-neural-networks unsupervised-machine-learning unsupervised-clustering
Language:Python 61
kanchitank / Text-Emotion-Analysis
Automate detection of different emotions from paragraphs and predict overall emotion.
nlp machine-learning deep-neural-networks deep-learning sentiment-analysis keras emotion-analysis emotion-recognition emotion-detection multiclass-classification text-emotion-detection
Language:Jupyter Notebook 61
DPIRD-DMA / MultiClean
Python library for morphological cleaning of multiclass 2D numpy arrays (edge smoothing and island removal
classification geospatial morphology multiclass-classification python remote-sensing segmentation semantic-segmentation raster-cleaning
Language:Jupyter Notebook 60
rafaelgreca / e2e-mlops-project
The purpose of this project's design, development, and structure is to create an end-to-end Machine Learning Operations (MLOps) lifecycle to classify an individual's level of obesity based on their physical characteristics and eating habits.
continuous-delivery continuous-integration end-to-end evidentlyai fastapi lightgbm-classifier loguru machine-learning mlops multiclass-classification obesity-classification pydantic python tabular-data
Language:HTML 60
Focal-loss-PyTorch
itakurah / Focal-loss-PyTorch
Focal Loss implementation of the loss function proposed by Facebook AI Research to address class imbalance during training in tasks like object detection
binary-classification class-balance loss-functions multiclass-classification multilabel-classification pytorch
Language:Python 57
srimannarayanabaratam / land_cover_classification_unet
This repository contains code for implementing multi class semantic segmentation (specifically applied to satellite image classification) with PyTorch implementation of UNet.
unet semantic-segmentation pytorch multiclass-classification deepglobe-dataset
Language:Jupyter Notebook 52
gokriznastic / 20-newsgroups_text-classification
"20 newsgroups" dataset - Text Classification using Multinomial Naive Bayes in Python.
text-classification naive-bayes-classifier python nlp multiclass-classification scikit-learn naive-bayes
Language:Jupyter Notebook 43
GINK03 / alt-i2v
alternative illustration2vec implitation of sigmoids of fully connected layer
deep-learning keras multiclass-classification vectorization otaku
Language:Python 35
todd-cook / ML-You-Can-Use
Practical ML and NLP with examples.
wikipedia-corpus probablistic-language computer-vision latin nlp frequency-distribution classics keras tensorflow text-classification document-deduplication embeddings binary-classification multiclass-classification deep-learning convolutional-neural-networks object-detection bert ml labeling-data
Language:Jupyter Notebook 35
gabrielziegler3 / xgboost-multiclass-multilabel
XGBoost Medium article code
machine-learning medium-article xgboost multiclass-classification multilabel-classification
Language:Jupyter Notebook 32
ronakvijay / Protein_Sequence_Classification
A case study on Pfam dataset to classify protein families.
machine-learning deep-learning multiclass-classification bioinformatics protein-sequences
Language:Jupyter Notebook 32
DunnBC22 / NLP_Projects
Repository for My HuggingFace Natural Language Processing Projects
machine-translation semantic-similarity text-classification text-regression text-summarization multilabel-classification sentiment-analysis binary-classification causal-language-modeling huggingface language-detection masked-language-modeling multiclass-classification multiple-choice-question-answering question-answering text-classificaiton-with-bert text-classification-multi-label
Language:Jupyter Notebook 31
msoczi / football_predictions
Predicting the results of matches in European leagues
football machine-learning football-data footballpredictor football-prediction multiclass-classification xgboost
Language:Jupyter Notebook 28
m3mentomor1 / Breast-Cancer-Image-Classification-with-DenseNet121
This project utilizes a sophisticated deep learning model trained to classify breast ultrasound images into three categories: benign, malignant, or normal, thus determining the presence of breast cancer.
machine-learning computer-vision deep-learning image-classification m3mentomor1 transfer-learning convolutional-neural-networks densenet121 supervised-learning multiclass-classification streamlit artificial-intelligence python tensorflow
Language:Jupyter Notebook 27
awslabs / sagemaker-corporate-credit-rating
Corporate Credit Rating Prediction with AWS SageMaker JumpStart
autogluon aws-sagemaker multiclass-classification
Language:Jupyter Notebook 24
MuhammedBuyukkinaci / Object-Classification-and-Localization-with-TensorFlow
This repository is containing an object classification & localization project for SINGLE object.
object-localization object-detection tensorflow tensorflow-gpu multiclass-classification neural-networks convolutional-neural-networks cnn cnn-tensorflow image-localization tensorflow-image-localization single-image-localization image-classification-localization alexnet alexnet-localization classification localization image-augmentation ready-to-use ready-to-run
Language:Python 24
Yeaseen / ML_Pattern
:trident: Some recognized algorithms[Decision Tree, Adaboost, Perceptron, Clustering, Neural network etc. ] of machine learning and pattern recognition are implemented from scratch using python. Data sets are also included to test the algorithms.
decision-tree-classifier adaboost-learning perceptron-learning-algorithm binary-perceptron basic-learning pocket reward-and-punishment multiclass-classification multiclass-kersel numpy python recommendation-algorithm template-matching artificial-neural-networks scratch scikit-learn als-algorithm
Language:Python 24
ianscottknight / Musical-Genre-Classification-of-Song-Lyrics
music lyrics genre-classification genre lastfm mxm classification multiclass-classification multiclass-logistic-regression nlp nlp-machine-learning word-tokenizing tf-idf
Language:Python 23
NET
okozelsk / NET
Reservoir computing library for .NET. Enables ESN , LSM and hybrid RNNs using analog and spiking neurons working together.
reservoir-computing echo-state-networks liquid-state-machines feedforward-neural-network activation-functions recurrent-neural-networks regression machine-learning machine-learning-library spiking-neural-networks time-series-forecasting time-series-classification classification multiclass-classification prediction deep-learning csharp dotnet-standard
Language:C# 23
sharmaroshan / Weed-Detection
This Problem is based on a Image Data set consisting of different types of weeds, to detect them in crops and fields. I have used Deep Learning Model called CNN(Convolutional Neural Networks) with Dropout, Batch Normalization, ReduceLearning rate on plateau, Early stoppig rounds, and Transposd Convolutional Neural Networks.
field-dataset crops farmers classification cnn dropout batchnormalization deeplearning imageclassification multiclass-classification visualization keras
Language:Jupyter Notebook 21
khushboogupta13 / Flipkart-Product-Categorization
A Natural Language Processing based project that aims at categorizing e-commerce products based on their description using Machine Learning and Deep Learning techniques (implemented using PyTorch).
text-classification natural-language-processing multiclass-classification
Language:Jupyter Notebook 20
GjjvdBurg / GenSVM
A Generalized Multiclass Support Vector Machine available in Python, R, and C
support-vector-machines classification machine-learning c multiclass-classification
Language:C 17

multiclass-classification

sepandhaghighi / pycm

sb-ai-lab / LightAutoML

koba-jon / pytorch_cpp

AdrianAntico / AutoQuant

AdeelH / pytorch-multi-class-focal-loss

ShawnyXiao / 2017-CCF-BDCI-AIJudge

ASUS-AICS / LibMultiLabel-Old-Archive

cmasch / cnn-text-classification

Iretha / IoT23-network-traffic-anomalies-classification

DennisHanyuanXu / Tiny-ImageNet

vijayg15 / Keras-MultiClass-Image-Classification

MuhammedBuyukkinaci / TensorFlow-Multiclass-Image-Classification-using-CNN-s

MultiScale-BCI / IV-2a

georgezoto / TensorFlow-in-Practice

CarsonScott / HSOM

kanchitank / Text-Emotion-Analysis

DPIRD-DMA / MultiClean

rafaelgreca / e2e-mlops-project

itakurah / Focal-loss-PyTorch

srimannarayanabaratam / land_cover_classification_unet

gokriznastic / 20-newsgroups_text-classification

GINK03 / alt-i2v

todd-cook / ML-You-Can-Use

gabrielziegler3 / xgboost-multiclass-multilabel

ronakvijay / Protein_Sequence_Classification

DunnBC22 / NLP_Projects

msoczi / football_predictions

m3mentomor1 / Breast-Cancer-Image-Classification-with-DenseNet121

awslabs / sagemaker-corporate-credit-rating

MuhammedBuyukkinaci / Object-Classification-and-Localization-with-TensorFlow

Yeaseen / ML_Pattern

ianscottknight / Musical-Genre-Classification-of-Song-Lyrics

okozelsk / NET

sharmaroshan / Weed-Detection

khushboogupta13 / Flipkart-Product-Categorization

GjjvdBurg / GenSVM