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Top 503 classification open source projects

Use machine learning in AppInventor, with easy training using text, images, or numbers through the Machine Learning for Kids website.

✭ 18

java javascript HTML shell Batchfile Makefile python classifier machine-learning text-classification classification image-classification image-classifier aix appinventor text-classifier appinventorextension ml4k machine-learning-for-kids

auditor

Model verification, validation, and error analysis

✭ 56

r CSS machine-learning classification regression-models model-validation error-analysis residuals explainable-artificial-intelligence xai

catordog

这是一个基于tensorflow和python的猫狗分类算法

✭ 20

python machine-learning tensorflow classification catvsdog

knodle

A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently develop and compare their own methods.

✭ 76

python machine-learning ai pytorch weak-supervision classification snorkel relation-extraction weakly-supervised-learning natural-language-procressing knodle denoising-methods

machine learning from scratch matlab python

Vectorized Machine Learning in Python 🐍 From Scratch

✭ 28

Jupyter Notebook matlab python machine-learning regression coursera datascience supervised-learning classification unsupervised-learning

Loan-Approval-Prediction

Loan Application Data Analysis

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Jupyter Notebook data-science machine-learning data-mining data-visualization classification data-analysis logistic-regression juypter notebook-jupyter accuracy-analysis

COVID-19-Tweet-Classification-using-Roberta-and-Bert-Simple-Transformers

Rank 1 / 216

✭ 24

Jupyter Notebook sentiment-analysis text-classification transformers transformer classification tweet bert sentiment-classification textclassification roberta covid-19 covid19

ugtm

ugtm: a Python package for Generative Topographic Mapping

✭ 34

HTML python machine-learning algorithm machine-learning-algorithms regression gtm classification

NN-scratch

Coding up a Neural Network Classifier from Scratch

✭ 78

python classifier data-science machine-learning tutorial ai deep-learning neural-network artificial-intelligence dataset neural-networks classification

Classification Nets

Implement popular models by different DL framework. Such as tensorflow and caffe

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python shell caffe tensorflow classification cifar10

Machine-Learning-Specialization

Project work and Assignments for Machine learning specialization course on Coursera by University of washington

✭ 27

Jupyter Notebook machine-learning clustering regression classification predicting-housing-prices

textlearnR

A simple collection of well working NLP models (Keras, H2O, StarSpace) tuned and benchmarked on a variety of datasets.

✭ 16

r nlp text-mining keras hyperparameter-optimization classification

newt

Natural World Tasks

✭ 24

python machine-learning computer-vision classification datasets self-supervised-learning

Skin-Cancer-Segmentation

Classification and Segmentation with Mask-RCNN of Skin Cancer using ISIC dataset

✭ 61

python deep-learning classification segmentation nei isic mask-rcnn skin-cancer classification-segmentation

verseagility

Ramp up your custom natural language processing (NLP) task, allowing you to bring your own data, use your preferred frameworks and bring models into production.

✭ 23

Jupyter Notebook python typescript nlp transformer classification question-answering summarization ner machine-reading-comprehension dstoolkit

Metric Learning Adversarial Robustness

Code for NeurIPS 2019 Paper

✭ 44

python tensorflow classification metric-learning robustness

ml-competition-template-titanic

Kaggle Titanic example

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python Jupyter Notebook machine-learning kaggle kaggle-titanic classification

SGDLibrary

MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20

flexinfer

A flexible Python front-end inference SDK based on TensorRT

✭ 83

python C++Cuda classification convolutional-neural-networks object-detection semantic-segmentation tensorrt scene-text-recognition python-front inference-sdk

BIRADS classifier

High-resolution breast cancer screening with multi-view deep convolutional neural networks

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python tensorflow pytorch classification pretrained-models breast-cancer bi-rads

TNCR Dataset

Deep learning, Convolutional neural networks, Image processing, Document processing, Table detection, Page object detection, Table classification. https://www.sciencedirect.com/science/article/pii/S0925231221018142

✭ 37

python Jupyter Notebook deep-learning table cnn pytorch classification image-classification convolutional-neural-networks object-detection object-recognition table-recognition table-detection mmdetection

time-series-classification

Classifying time series using feature extraction

✭ 75

python time-series feature-extraction classification datasets

MoeFlow

Repository for anime characters recognition website, powered by TensorFlow

✭ 113

python HTML ruby shell CSS computer-vision anime tensorflow classification transfer-learning

R-Machine-Learning

D-Lab's 6 hour introduction to machine learning in R. Learn the fundamentals of machine learning, regression, and classification, using tidymodels in R.

✭ 27

r data-science machine-learning regression classification tidymodels rsample

HateALERT-EVALITA

Code for replicating results of team 'hateminers' at EVALITA-2018 for AMI task

✭ 13

Jupyter Notebook python nlp classification tfidf hatespeech hate-speech glove-embeddings universal-sentence-encoder misogyny

classy

Super simple text classifier using Naive Bayes. Plug-and-play, no dependencies

✭ 12

python nlp classifier data-science minimal simple text classification easy bayes classify

Conformer

Official code for Conformer: Local Features Coupling Global Representations for Visual Recognition

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Jupyter Notebook python cnn transformer classification object-detection

embeddings

Embeddings: State-of-the-art Text Representations for Natural Language Processing tasks, an initial version of library focus on the Polish Language

✭ 27

python Jupyter Notebook HTML nlp benchmark classification lm nlp-machine-learning fine-tuning languagemodel sequence-tagging

Color-Identification-using-Machine-Learning

This project explores colors in various images and then enables the user to query the images based on a given color.

✭ 93

Jupyter Notebook machine-learning classification color-identification

vita

Vita - Genetic Programming Framework

✭ 24

C++python machine-learning artificial-intelligence symbolic-regression genetic-programming classification evolutionary-algorithms differential-evolution genetic-algorithms software-agents

SafeAI

Reusable, Easy-to-use Uncertainty module package built with Tensorflow, Keras

✭ 13

python tensorflow models uncertainty classification bayesian-neural-networks

Online-Category-Learning

ML algorithm for real-time classification

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python machine-learning algorithm optimization artificial-intelligence classification unsupervised-learning density-estimation online-learning online-algorithms classification-algorithm category-learning density-area

Relation-Classification

Relation Classification - SEMEVAL 2010 task 8 dataset

✭ 46

Jupyter Notebook perl java machine-learning natural-language-processing text-classification keras ipython-notebook cnn gru classification semeval relation-extraction relation-classification semeval-2010

scoruby

Ruby Scoring API for PMML

✭ 69

ruby shell ruby-gem machine-learning random-forest naive-bayes classification gbm pmml decision-tree gradient-boosting-classifier rubyml gradient-boosted-models

awesome-text-classification

Text classification meets word embeddings.

✭ 27

python machine-learning natural-language-processing sentiment-analysis text-classification classification

cnn-rnn-classifier

A practical example on how to combine both a CNN and a RNN to classify images.

✭ 47

python keras cnn classification rnn

dzetsaka

dzetsaka : classification plugin for Qgis

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python plugin algorithm ai svm qgis classification rf geomatics

EC-GAN

EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs (AAAI 2021)

✭ 29

Jupyter Notebook gan classification semi-supervised-learning artificial-data gan-generator semi-supervised-algorithms aaai2021

Awesome-Tensorflow2

基于Tensorflow2开发的优秀扩展包及项目

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nlp awesome tensorflow keras tutorials tf2 gan classification awesome-list segmentation tensorflow-experiments tensorflow-models automl tensorflow-examples tensorflow2 tensorflow2-awesome detection-tensorflow2

coreml

Generic framework for ML projects

✭ 16

python machine-learning framework deep-learning neural-network artificial-intelligence classification

lightweight-temporal-attention-pytorch

A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification

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python machine-learning deep-neural-networks deep-learning time-series satellite pytorch remote-sensing classification deeplearning satellite-imagery satellite-data time-series-classification self-attention

PlasFlow

Software for prediction of plasmid sequences in metagenomic assemblies

✭ 74

python r shell perl tensorflow prediction classification fasta plasmid metagenomes contigs metagenome plasmid-sequences metagenome-assembly plasmids plasflow

GroupDocs.Classification-for-.NET

GroupDocs.Classification-for-.NET samples and showcase (text and documents classification and sentiment analysis)

✭ 38

C#sentiment-analysis analysis examples sentiment classification document document-classification iab showcases

VALIS

Vote ALlocating Immune System, an immune-inspired classification algorithm

✭ 21

pascal lazarus classifier machine-learning freepascal classification classification-algorithm

hard-label-attack

Natural Language Attacks in a Hard Label Black Box Setting.

✭ 26

python shell nlp machine-learning deep-learning classification bert nli adversarial-attacks

ComputerVision-Essentials

Computer Vision Essentials in Python Programming Language 🎉

✭ 28

python opencv template-matching computer-vision image-processing classification image-recognition face-detection edge-detection object-detection sift-algorithm opencv-python image-filters opencv-tutorial blob-detection hog-features-extraction contour-detection opencv-python-tutorial feature-extraction-algorithm

Open3D-PointNet2-Semantic3D

Semantic3D segmentation with Open3D and PointNet++

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python C++Cuda CMake shell tensorflow point-cloud classification pointnet pointnet2 open3d

cnn-rnn-bitcoin

Reusable CNN and RNN model doing time series binary classification

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Jupyter Notebook python time-series cnn classification rnn bitcoin-ticker-data

chestViewSplit

Automatically split the chest x-ray into two views

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python pytorch medical-imaging classification chest-xrays

video title classification

Video short title classification.

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python machine-learning natural-language-processing deep-learning tensorflow cnn classification rnn rcnn

DE-LIMIT

DeEpLearning models for MultIlingual haTespeech (DELIMIT): Benchmarking multilingual models across 9 languages and 16 datasets.

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Jupyter Notebook python multilingual classification bert hate-speech cnn-gru laser-embeddings

Gene Chip

CS410 Artificial Intelligence Project

✭ 13

python artificial-intelligence classification

ecomparatio

eComparatio: text diff and support for digital edition

✭ 21

javascript CSS diff classification text-diff collating digital-edition text-comparison

text-classification-baseline

Pipeline for fast building text classification TF-IDF + LogReg baselines.

✭ 55

python Makefile Dockerfile nlp fast data-science machine-learning natural-language-processing text-classification text classification baseline logistic-regression tf-idf hacktoberfest

TrajSuite

TrajSuite is a cross-platform Java application that provides a suite of trajectory data-mining and visualisation features.

✭ 15

java opengl algorithms clustering visualisation classification trajectory data-minig

TutorialBank

No description or website provided.

✭ 85

HTML python javascript nlp classification nlp-resources survey-extraction learning-resources concept-prerequisite-learning

PyTsetlinMachineCUDA

Massively Parallel and Asynchronous Architecture for Logic-based AI

✭ 37

python gpu cuda regression classification convolution logic-based-artificial-intelligence learning-automata tsetlin-machine

GDLibrary

Matlab library for gradient descent algorithms: Version 1.0.1

✭ 50

matlab machine-learning big-data newton optimization svm linear-regression machine-learning-algorithms statistical-learning classification logistic-regression gradient gradient-descent softmax-regression optimization-algorithms matrix-completion multinomial-regression rosenbrock-problem

The-Supervised-Learning-Workshop

An Interactive Approach to Understanding Supervised Learning Algorithms

✭ 24

Jupyter Notebook python plots regression pandas supervised-learning classification matplotlib decision-trees knn

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