classifier

There are 9 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
bot bots chatbot classifier conversational-ai entity-extraction hacktoberfest javascript natural-language-processing nlp nlu nodejs sentiment-analysis
Language:JavaScript 6151
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 2349
awesome-fraud-detection-papers
benedekrozemberczki / awesome-fraud-detection-papers
A curated list of data mining papers about fraud detection.
churn classification classifier credit-card-fraud credit-card-fraud-detection credit-card-validation credit-scoring data-mining data-science deep-learning fraud-checker fraud-detection fraud-explorer fraud-management fraud-prevention gradient-boosting graph-classification link-prediction logistic-regression random-forest
Language:Python 1576
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++ 1554
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 987
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 961
t-davidson / hate-speech-and-offensive-language
Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017
abuse classifier computational-social-science dataset hate-speech hatespeech icwsm labeled-data machine-learning natural-language-processing nlp offensive offensive-language twitter
Language:Jupyter Notebook 771
ActionAI
smellslikeml / ActionAI
Real-Time Spatio-Temporally Localized Activity Detection by Tracking Body Keypoints
classifier edgetpu human-action-recognition human-activity-recognition jetson-nano lstm machinelearning pose-estimation raspberry-pi scikit-learn tensorflow2
Language:Python 738
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 459
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
classifier facealigner facedetection facelandmark facerecognition ncnn objectdetection zqlandmark
Language:C++ 459
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 426
fredwu / simple_bayes
A Naive Bayes machine learning implementation in Elixir.
bayes classifier machine-learning naive-bayes-classifier
Language:Elixir 392
d6o / Gorganizer
Organize your folders into a beautiful classified folder structure with this perfect tool
badge classifier go golang organization organizer
Language:Go 350
pangwong / pytorch-multi-label-classifier
A pytorch implemented classifier for Multiple-Label classification
accuracy-curves classifier loss-curves multi-label-classification pytorch visdom
Language:Python 308
google / licenseclassifier
A License Classifier
classifier google license-management
Language:Go 303
NsfwSpy.NET
NsfwSpy / NsfwSpy.NET
A .NET image and video classifier used to identify explicit/pornographic content written in C#.
classification classifier csharp detector dotnet dotnet-core dotnetcore image-classification inappropriate machine-learning mlnet nsfw nsfw-classifier nsfw-detection nsfw-recognition nude nudity nudity-detection porn pornography
Language:C# 302
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
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].
classifier feature-extraction gaussian-mixture-models isomap kernel-pca linear-discriminant-analysis linear-prediction-coefficients locally-linear-embedding long-short-term-memory mfcc natural-language-processing nlp nltk principal-component-analysis spectral-clustering spectral-embedding speech-processing speech-utterance support-vector-machines
Language:Python 232
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 217
shapley
benedekrozemberczki / shapley
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
shapley shapley-value owen voting-classifier machine-learning classifier random-forest random-forest-classifier explainable-ml explainable-ai ensemble ensemble-learning deep-learning voting-game game-theory game-theory-toolbox weighted-voting-games
Language:Python 215
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 214
MirrorYuChen / mnn_example
alibaba MNN, mobilenet classifier, centerface detecter, ultraface detecter, pfld landmarker and zqlandmarker, mobilefacenet
classifier facealigner facedection facelandmark facerecognition mnn objectdetection
Language:C++ 202
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
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 180
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
rishikksh20 / CrossViT-pytorch
Implementation of CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification
classifier computer-vision image-classification pytorch transformers vision-transformers
Language:Python 178
muatik / naive-bayes-classifier
yet another general purpose naive bayesian classifier.
bayes-classifier classifier python bayesian machine-learning
Language:Python 171
leanderme / sytora
A sophisticated smart symptom search engine
classification classifier data-analysis disease embeddings healthcare healthcare-datasets machine-learning medical symptom-checker symptomchecker symptoms umls
Language:JavaScript 168
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 167
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++ 163
akshaybahadur21 / Digit-Recognizer
A Machine Learning classifier for recognizing the digits for humans 🎰
classifier computer-vision digit-recognition digit-recognizer machine-learning
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
object-detection grabscreen python-mss pil tensorflow detection tensorflow-gpu tensorflow-cpu tutorial cuda detection-api gpu cudnn classifier detection-tutorial tensorflow-models detection-classifier labels
Language:Python 151
crestonbunch / tbcnn
Efficient tree-based convolutional neural networks in TensorFlow
classifier convolutional-neural-networks tbcnn tensorflow tree
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 142
surmon-china / naivebayes
NaiveBayes classifier for JavaScript
bayes classifier javascript-library machine-learning machine-learning-algorithms naive naive-bayes naive-bayes-algorithm naive-bayes-classification naive-bayes-classifier naivebayes node-ml nodejs
Language:JavaScript 142

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

emlearn / emlearn

MirrorYuChen / ncnn_example

chrisjbryant / errant

fredwu / simple_bayes

d6o / Gorganizer

pangwong / pytorch-multi-label-classifier

google / licenseclassifier

NsfwSpy / NsfwSpy.NET

ptnplanet / Java-Naive-Bayes-Classifier

songdejia / DFL-CNN

gionanide / Speech_Signal_Processing_and_Classification

aangelopoulos / conformal_classification

benedekrozemberczki / shapley

jsingh811 / pyAudioProcessing

MirrorYuChen / mnn_example

kamalkraj / ALBERT-TF2.0

gyrdym / ml_algo

Flight-School / Programming-Language-Classifier

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