classifier

There are 11 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 6512
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 2431
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 1741
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++ 1642
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 1047
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 1032
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 831
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 808
emlearn / emlearn
Machine Learning inference engine for Microcontrollers and Embedded devices
c classifier embedded-systems inference keras machine-learning microcontroller neural-networks python random-forest scikit-learn sklearn tensorflow tinyml
Language:Python 679
codelion / adaptive-classifier
A flexible, adaptive classification system for dynamic text classification
adaptive-learning adaptive-neural-network bert classifier continous-learning distilbert elastic-weight-consolidation embeddings faiss large-language-models llms machine-learning multi-class-classification multi-label-classification neural-layers neural-networks online-learning roberta text-classification transformers
Language:Python 495
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++ 480
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 451
fredwu / simple_bayes
A Naive Bayes machine learning implementation in Elixir.
naive-bayes-classifier bayes machine-learning classifier
Language:Elixir 394
OliBomby / Mapperatorinator
An AI-driven framework for generating and modding osu! beatmaps for all gamemodes from spectrogram inputs.
beatmap-creator classifier diffusion generative-ai modding osugame transformers
Language:Python 362
d6o / Gorganizer
Organize your folders into a beautiful classified folder structure with this perfect tool
golang go classifier badge organizer organization
Language:Go 356
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# 353
google / licenseclassifier
A License Classifier
license-management classifier google
Language:Go 339
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 318
ptnplanet / Java-Naive-Bayes-Classifier
A java classifier based on the naive Bayes approach complete with Maven support and a runnable example.
bayes-classifier java-classifier java machine-learning bayesclassifier classifier
Language:Java 299
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 270
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 252
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 251
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 227
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 221
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++ 207
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 206
kamalkraj / ALBERT-TF2.0
ALBERT model Pretraining and Fine Tuning using TF2.0
albert albert-tf2 classifier cola fine-tuning glue machine-comprehension mlm multi-gpu-training squad tensoflow tf-hub tf2 weights-conversion xla
Language:Python 204
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 197
Flight-School / Programming-Language-Classifier
An example of how to use CreateML in Xcode 10 to create a Core ML model for classifying text
classifier coreml createml natural-language swift xcode10
Language:Swift 182
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 177
muatik / naive-bayes-classifier
yet another general purpose naive bayesian classifier.
bayes-classifier classifier python bayesian machine-learning
Language:Python 172
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 168
HsiehYiChia / Scene-text-recognition
Scene text detection and recognition based on Extremal Region(ER)
mser adaboost svm opencv ocr image-processing computer-vision scene-text-recognition scene-text-detection non-maximum-suppression lbp machine-learning algorithm detection text-recognition chaincode canny cascade-classifier spelling-checker classifier
Language:C++ 167
gitshanks / fer2013
Facial Emotion Recognition on FER2013 Dataset Using a Convolutional Neural Network
classifier convolutional-neural-networks emotion facial-emotion-recognition gpu
Language:Python 166
akshaybahadur21 / Digit-Recognizer
A Machine Learning classifier for recognizing the digits for humans 🎰
classifier computer-vision digit-recognition digit-recognizer machine-learning
Language:Python 161
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 155

classifier

axa-group / nlp.js

benedekrozemberczki / awesome-decision-tree-papers

benedekrozemberczki / awesome-fraud-detection-papers

microsoft / EdgeML

greyblake / whatlang-rs

benedekrozemberczki / awesome-gradient-boosting-papers

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

smellslikeml / ActionAI

emlearn / emlearn

codelion / adaptive-classifier

MirrorYuChen / ncnn_example

chrisjbryant / errant

fredwu / simple_bayes

OliBomby / Mapperatorinator

d6o / Gorganizer

NsfwSpy / NsfwSpy.NET

google / licenseclassifier

pangwong / pytorch-multi-label-classifier

ptnplanet / Java-Naive-Bayes-Classifier

songdejia / DFL-CNN

gionanide / Speech_Signal_Processing_and_Classification

aangelopoulos / conformal_classification

jsingh811 / pyAudioProcessing

benedekrozemberczki / shapley

MirrorYuChen / mnn_example

rishikksh20 / CrossViT-pytorch

kamalkraj / ALBERT-TF2.0

gyrdym / ml_algo

Flight-School / Programming-Language-Classifier

leanderme / sytora

muatik / naive-bayes-classifier

karolzak / support-tickets-classification

HsiehYiChia / Scene-text-recognition

gitshanks / fer2013

akshaybahadur21 / Digit-Recognizer

pythonlessons / TensorFlow-object-detection-tutorial