classifier

There are 8 repositories under classifier topic.

axa-group / nlp.js
An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more
nlp nlu nodejs sentiment-analysis natural-language-processing bot bots chatbot conversational-ai javascript entity-extraction classifier hacktoberfest
Language:JavaScript 6103
awesome-decision-tree-papers
benedekrozemberczki / awesome-decision-tree-papers
A collection of research papers on decision, classification and regression trees with implementations.
decision-tree decision-tree-classifier gradient-boosting gradient-boosting-machine regression-tree cart machine-learning machine-learning-research random-forest xgboost lightgbm catboost classification-trees decision-tree-model decision-tree-learning classification-model classifier tree-ensemble ensemble-learning statistical-learning
Language:Python 2337
awesome-fraud-detection-papers
benedekrozemberczki / awesome-fraud-detection-papers
A curated list of data mining papers about fraud detection.
fraud-detection fraud-prevention fraud-checker fraud-management fraud-explorer classification data-science churn credit-scoring deep-learning random-forest gradient-boosting data-mining link-prediction graph-classification classifier logistic-regression credit-card-fraud credit-card-validation credit-card-fraud-detection
Language:Python 1556
microsoft / EdgeML
This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.
iot-device sensor edge-machine-learning resource-constrained-ml machine-learning-algorithms microsoft-research machine-learning tensorflow deep-learning edge-computing microsoft edge-devices classifier emi-rnn pytorch bonsai protonn fastgrnn cpp fastrnn
Language:C++ 1545
awesome-gradient-boosting-papers
benedekrozemberczki / awesome-gradient-boosting-papers
A curated list of gradient boosting research papers with implementations.
gradient-boosting gradient-boosting-classifier gradient-boosting-machine gradient-boosted-trees gradient-boosting-decision-trees xgboost xgboost-algorithm catboost lightgbm random-forest decision-tree classification-algorithm classification-trees machine-learning deep-learning h2o classifier classification-tree adaboost boosting
Language:Python 982
whatlang-rs
greyblake / whatlang-rs
Natural language detection library for Rust. Try demo online: https://whatlang.org/
language rust nlp text-analysis text-classification classifier ai detect-language language-recognition whatlang algorithm text-classifier rustlang
Language:Rust 954
t-davidson / hate-speech-and-offensive-language
Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017
hatespeech offensive nlp icwsm twitter abuse offensive-language hate-speech natural-language-processing dataset labeled-data classifier machine-learning computational-social-science
Language:Jupyter Notebook 755
ActionAI
smellslikeml / ActionAI
Real-Time Spatio-Temporally Localized Activity Detection by Tracking Body Keypoints
machinelearning scikit-learn tensorflow2 pose-estimation classifier human-activity-recognition human-action-recognition jetson-nano edgetpu raspberry-pi lstm
Language:Python 727
MirrorYuChen / ncnn_example
ncnn example: mask detection: anticonv face detection: retinaface&&mtcnn&&centerface, track: iou tracking, landmark: zqcnn, recognize: mobilefacenet classifier: mobilenet object detecter: mobilenetssd
ncnn facedetection facelandmark zqlandmark facerecognition facealigner classifier objectdetection
Language:C++ 457
emlearn / emlearn
Machine Learning inference engine for Microcontrollers and Embedded devices
machine-learning random-forest classifier embedded-systems microcontroller scikit-learn c python inference neural-networks keras tensorflow tinyml sklearn
Language:Python 438
chrisjbryant / errant
ERRor ANnotation Toolkit: Automatically extract and classify grammatical errors in parallel original and corrected sentences.
automatic annotation grammatical-framework classifier evaluation
Language:Python 413
fredwu / simple_bayes
A Naive Bayes machine learning implementation in Elixir.
naive-bayes-classifier bayes machine-learning classifier
Language:Elixir 392
d6o / Gorganizer
Organize your folders into a beautiful classified folder structure with this perfect tool
golang go classifier badge organizer organization
Language:Go 348
pangwong / pytorch-multi-label-classifier
A pytorch implemented classifier for Multiple-Label classification
pytorch classifier accuracy-curves multi-label-classification loss-curves visdom
Language:Python 306
google / licenseclassifier
A License Classifier
classifier google license-management
Language:Go 301
ptnplanet / Java-Naive-Bayes-Classifier
A java classifier based on the naive Bayes approach complete with Maven support and a runnable example.
bayes-classifier bayesclassifier classifier java java-classifier machine-learning
Language:Java 295
NsfwSpy.NET
NsfwSpy / NsfwSpy.NET
A .NET image and video classifier used to identify explicit/pornographic content written in C#.
nsfw porn pornography nudity nude inappropriate image-classification detector machine-learning nsfw-recognition nsfw-classifier classification classifier csharp dotnet dotnet-core dotnetcore mlnet nsfw-detection nudity-detection
Language:C# 294
songdejia / DFL-CNN
This is a pytorch re-implementation of Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition
pytorch fine-grained-classification dfl-cnn cub-200-2011 classifier cnn discriminative cvpr2018
Language:Python 266
gionanide / Speech_Signal_Processing_and_Classification
Front-end speech processing aims at extracting proper features from short- term segments of a speech utterance, known as frames. It is a pre-requisite step toward any pattern recognition problem employing speech or audio (e.g., music). Here, we are interesting in voice disorder classification. That is, to develop two-class classifiers, which can discriminate between utterances of a subject suffering from say vocal fold paralysis and utterances of a healthy subject.The mathematical modeling of the speech production system in humans suggests that an all-pole system function is justified [1-3]. As a consequence, linear prediction coefficients (LPCs) constitute a first choice for modeling the magnitute of the short-term spectrum of speech. LPC-derived cepstral coefficients are guaranteed to discriminate between the system (e.g., vocal tract) contribution and that of the excitation. Taking into account the characteristics of the human ear, the mel-frequency cepstral coefficients (MFCCs) emerged as descriptive features of the speech spectral envelope. Similarly to MFCCs, the perceptual linear prediction coefficients (PLPs) could also be derived. The aforementioned sort of speaking tradi- tional features will be tested against agnostic-features extracted by convolu- tive neural networks (CNNs) (e.g., auto-encoders) [4]. The pattern recognition step will be based on Gaussian Mixture Model based classifiers,K-nearest neighbor classifiers, Bayes classifiers, as well as Deep Neural Networks. The Massachussets Eye and Ear Infirmary Dataset (MEEI-Dataset) [5] will be exploited. At the application level, a library for feature extraction and classification in Python will be developed. Credible publicly available resources will be 1used toward achieving our goal, such as KALDI. Comparisons will be made against [6-8].
speech-processing mfcc linear-prediction-coefficients classifier speech-utterance feature-extraction support-vector-machines gaussian-mixture-models long-short-term-memory principal-component-analysis kernel-pca linear-discriminant-analysis isomap locally-linear-embedding spectral-embedding spectral-clustering natural-language-processing nlp nltk
Language:Python 230
jsingh811 / pyAudioProcessing
Audio feature extraction and classification
audio-data feature-extraction classify classify-audio mfcc mfcc-features mfcc-extractor gfcc gfcc-features gfcc-extractor spectral-features chroma-features classifier-options classify-audio-samples wav-files classifier audio-files hyperparameter-tuning pyaudioprocessing
Language:Python 213
aangelopoulos / conformal_classification
Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).
prediction-sets conformal-prediction conformal machine-learning distribution-free nonparametric nonparametric-statistics classification imagenet artificial-intelligence neural-networks pytorch deep-neural-networks statistics computer-vision vision classifier uncertainty uncertainty-quantification
Language:Jupyter Notebook 211
shapley
benedekrozemberczki / shapley
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
classifier deep-learning ensemble ensemble-learning explainable-ai explainable-ml game-theory game-theory-toolbox machine-learning owen random-forest random-forest-classifier shapley shapley-value voting-classifier voting-game weighted-voting-games
Language:Python 211
kamalkraj / ALBERT-TF2.0
ALBERT model Pretraining and Fine Tuning using TF2.0
tf2 albert-tf2 multi-gpu-training fine-tuning albert tensoflow xla tf-hub glue squad machine-comprehension mlm cola weights-conversion classifier
Language:Python 199
MirrorYuChen / mnn_example
alibaba MNN, mobilenet classifier, centerface detecter, ultraface detecter, pfld landmarker and zqlandmarker, mobilefacenet
facelandmark mnn facedection facerecognition facealigner classifier objectdetection
Language:C++ 199
Flight-School / Programming-Language-Classifier
An example of how to use CreateML in Xcode 10 to create a Core ML model for classifying text
createml coreml natural-language swift xcode10 classifier
Language:Swift 179
gyrdym / ml_algo
Machine learning algorithms in Dart programming language
dartlang dart machine-learning linear-regression sgd stochastic-gradient-descent batch-gradient-descent mini-batch-gradient-descent machine-learning-algorithms algorithm lasso-regression logistic-regression softmax softmax-regression softmax-classifier softmax-algorithm regression hyperparameters data-science classifier
Language:Dart 178
rishikksh20 / CrossViT-pytorch
Implementation of CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification
pytorch transformers image-classification computer-vision classifier vision-transformers
Language:Python 174
muatik / naive-bayes-classifier
yet another general purpose naive bayesian classifier.
bayes-classifier classifier python bayesian machine-learning
Language:Python 170
leanderme / sytora
A sophisticated smart symptom search engine
healthcare healthcare-datasets medical embeddings machine-learning symptom-checker symptomchecker symptoms disease umls classification classifier data-analysis
Language:JavaScript 167
karolzak / support-tickets-classification
This case study shows how to create a model for text analysis and classification and deploy it as a web service in Azure cloud in order to automatically classify support tickets. This project is a proof of concept made by Microsoft (Commercial Software Engineering team) in collaboration with Endava http://endava.com/en
azure azure-machine-learning azure-app-service azure-web-app-service azure-webapp python pandas numpy machine-learning text-classification text-processing text-mining text-analysis classification classifier web-service model ml ai artificial-intelligence
Language:Python 165
HsiehYiChia / Scene-text-recognition
Scene text detection and recognition based on Extremal Region(ER)
adaboost algorithm canny cascade-classifier chaincode classifier computer-vision detection image-processing lbp machine-learning mser non-maximum-suppression ocr opencv scene-text-detection scene-text-recognition spelling-checker svm text-recognition
Language:C++ 162
akshaybahadur21 / Digit-Recognizer
A Machine Learning classifier for recognizing the digits for humans 🎰
machine-learning digit-recognition digit-recognizer classifier computer-vision
Language:Python 156
pythonlessons / TensorFlow-object-detection-tutorial
The purpose of this tutorial is to learn how to install and prepare TensorFlow framework to train your own convolutional neural network object detection classifier for multiple objects, starting from scratch
classifier cuda cudnn detection detection-api detection-classifier detection-tutorial gpu grabscreen labels object-detection pil python-mss tensorflow tensorflow-cpu tensorflow-gpu tensorflow-models tutorial
Language:Python 151
crestonbunch / tbcnn
Efficient tree-based convolutional neural networks in TensorFlow
tbcnn tree convolutional-neural-networks classifier tensorflow
Language:Python 144
gitshanks / fer2013
Facial Emotion Recognition on FER2013 Dataset Using a Convolutional Neural Network
convolutional-neural-networks facial-emotion-recognition gpu emotion classifier
Language:Python 141
surmon-china / naivebayes
NaiveBayes classifier for JavaScript
bayes naive-bayes-classifier naive-bayes naive-bayes-algorithm naivebayes naive machine-learning machine-learning-algorithms classifier node-ml nodejs javascript-library naive-bayes-classification
Language:JavaScript 141

classifier

axa-group / nlp.js

benedekrozemberczki / awesome-decision-tree-papers

benedekrozemberczki / awesome-fraud-detection-papers

microsoft / EdgeML

benedekrozemberczki / awesome-gradient-boosting-papers

greyblake / whatlang-rs

t-davidson / hate-speech-and-offensive-language

smellslikeml / ActionAI

MirrorYuChen / ncnn_example

emlearn / emlearn

chrisjbryant / errant

fredwu / simple_bayes

d6o / Gorganizer

pangwong / pytorch-multi-label-classifier

google / licenseclassifier

ptnplanet / Java-Naive-Bayes-Classifier

NsfwSpy / NsfwSpy.NET

songdejia / DFL-CNN

gionanide / Speech_Signal_Processing_and_Classification

jsingh811 / pyAudioProcessing

aangelopoulos / conformal_classification

benedekrozemberczki / shapley

kamalkraj / ALBERT-TF2.0

MirrorYuChen / mnn_example

Flight-School / Programming-Language-Classifier

gyrdym / ml_algo

rishikksh20 / CrossViT-pytorch

muatik / naive-bayes-classifier

leanderme / sytora

karolzak / support-tickets-classification

HsiehYiChia / Scene-text-recognition

akshaybahadur21 / Digit-Recognizer

pythonlessons / TensorFlow-object-detection-tutorial

crestonbunch / tbcnn

gitshanks / fer2013

surmon-china / naivebayes