#Classification

Showing 60 of 331 repositories tagged #classification, ranked by stars

roboflow
roboflow
supervision

We write your reusable computer vision tools. ๐Ÿ’œ

Score
100
โ˜… 47.7k โ‘‚ 4.4k +141/day
Python
WZMIAOMIAO
WZMIAOMIAO
deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

Score
94
โ˜… 26.3k โ‘‚ 8.2k +2/day
Python
wkentaro
wkentaro
labelme

Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.

Score
97
โ˜… 16.0k โ‘‚ 3.7k +16/day
Python
pycaret
pycaret
pycaret

Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

Score
91
โ˜… 9.8k โ‘‚ 1.9k +1/day
Python
NirantK
NirantK
awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

Score
96
โ˜… 9.2k โ‘‚ 1.3k +3/day
MorvanZhou
MorvanZhou
PyTorch-Tutorial

Build your neural network easy and fast, ่Žซ็ƒฆPythonไธญๆ–‡ๆ•™ๅญฆ

Score
77
โ˜… 8.5k โ‘‚ 3.1k +1/day
Jupyter Notebook
brightmart
brightmart
text_classification

all kinds of text classification models and more with deep learning

Score
74
โ˜… 7.9k โ‘‚ 2.5k โ€”
Python
postgresml
postgresml
postgresml

Postgres with GPUs for ML/AI apps.

Score
50
โ˜… 6.8k โ‘‚ 365 +2/day
Rust
haifengl
haifengl
smile

Statistical Machine Intelligence & Learning Engine

Score
100
โ˜… 6.4k โ‘‚ 1.1k โ€”
Java
nfmcclure
nfmcclure
tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

Score
95
โ˜… 6.2k โ‘‚ 2.4k โ€”
Jupyter Notebook
PaddlePaddle
PaddlePaddle
PaddleX

All-in-One Development Tool based on PaddlePaddle

Score
89
โ˜… 6.2k โ‘‚ 1.2k +15/day
Python
timeseriesAI
timeseriesAI
tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Score
83
โ˜… 6.1k โ‘‚ 719 +2/day
Jupyter Notebook
biolab
biolab
orange3

๐ŸŠ :bar_chart: :bulb: Orange: Interactive data analysis

Score
86
โ˜… 5.6k โ‘‚ 1.1k โ€”
Python
charlesq34
charlesq34
pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

Score
69
โ˜… 5.4k โ‘‚ 1.5k +5/day
Python
yanx27
yanx27
Pointnet_Pointnet2_pytorch

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

Score
92
โ˜… 4.9k โ‘‚ 1.0k +10/day
Python
BinRoot
BinRoot
TensorFlow-Book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

Score
92
โ˜… 4.4k โ‘‚ 1.2k โ€”
Jupyter Notebook
microsoft
microsoft
FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

Score
80
โ˜… 4.4k โ‘‚ 558 โ€”
Jupyter Notebook
MorvanZhou
MorvanZhou
Tensorflow-Tutorial

Tensorflow tutorial from basic to hard, ่Žซ็ƒฆPython ไธญๆ–‡AIๆ•™ๅญฆ

Score
93
โ˜… 4.3k โ‘‚ 1.8k โ€”
Python
charlesq34
charlesq34
pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

Score
91
โ˜… 3.7k โ‘‚ 933 +4/day
Python
alibaba
alibaba
Alink

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

Score
90
โ˜… 3.6k โ‘‚ 787 โ€”
Java
shankarpandala
shankarpandala
lazypredict

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

Score
100
โ˜… 3.3k โ‘‚ 367 +1/day
Python
tirthajyoti
tirthajyoti
Machine-Learning-with-Python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Score
91
โ˜… 3.3k โ‘‚ 1.8k +1/day
Jupyter Notebook
osmr
osmr
imgclsmob

Sandbox for training deep learning networks

Score
90
โ˜… 3.0k โ‘‚ 552 โ€”
Python
qingsongedu
qingsongedu
time-series-transformers-review

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

Score
89
โ˜… 3.0k โ‘‚ 270 +1/day
naiveHobo
naiveHobo
InvoiceNet

Deep neural network to extract intelligent information from invoice documents.

Score
88
โ˜… 2.7k โ‘‚ 413 โ€”
Python
dipanjanS
dipanjanS
practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Score
90
โ˜… 2.4k โ‘‚ 1.7k โ€”
Jupyter Notebook
roboflow
roboflow
inference

Turn any computer or edge device into a command center for your computer vision projects.

Score
0
โ˜… 2.4k โ‘‚ 287 +1/day
Python
azavea
azavea
raster-vision

An open source library and framework for deep learning on satellite and aerial imagery.

Score
99
โ˜… 2.2k โ‘‚ 395 +2/day
Python
RubixML
RubixML
ML

A high-level machine learning and deep learning library for the PHP language.

Score
99
โ˜… 2.2k โ‘‚ 193 โ€”
PHP
qubvel
qubvel
efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

Score
87
โ˜… 2.1k โ‘‚ 461 โ€”
Python
UniversalDataTool
UniversalDataTool
universal-data-tool

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

Score
83
โ˜… 2.1k โ‘‚ 199 โ€”
JavaScript
WenjieDu
WenjieDu
PyPOTS

A Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time series, with 50+ SOTA neural network models for scientific analysis tasks (imputation, classification, clustering, forecasting, anomaly detection, cleaning) on incomplete industrial irregularly-sampled multivariate TS with NaN missing values

Score
99
โ˜… 2.0k โ‘‚ 185 +3/day
Python
apple
apple
ml-cvnets

CVNets: A library for training computer vision networks

Score
84
โ˜… 2.0k โ‘‚ 257 โ€”
Python
JavierAntoran
JavierAntoran
Bayesian-Neural-Networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

Score
85
โ˜… 2.0k โ‘‚ 305 โ€”
Jupyter Notebook
alibaba
alibaba
EasyCV

An all-in-one toolkit for computer vision

Score
83
โ˜… 1.9k โ‘‚ 226 โ€”
Python
JuliaAI
JuliaAI
MLJ.jl

A Julia machine learning framework

Score
98
โ˜… 1.9k โ‘‚ 159 +2/day
Julia
johannfaouzi
johannfaouzi
pyts

A Python package for time series classification

Score
82
โ˜… 1.9k โ‘‚ 180 +2/day
Python
benedekrozemberczki
benedekrozemberczki
awesome-fraud-detection-papers

A curated list of data mining papers about fraud detection.

Score
94
โ˜… 1.8k โ‘‚ 330 +1/day
Python
ScottfreeLLC
ScottfreeLLC
AlphaPy

Python AutoML for Trading Systems and Sports Betting

Score
87
โ˜… 1.7k โ‘‚ 273 โ€”
Python
Lightning-Universe
Lightning-Universe
lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

Score
82
โ˜… 1.7k โ‘‚ 211 โ€”
Python
bjoernkarmann
bjoernkarmann
project_alias

Alias is a teachable โ€œparasiteโ€ that is designed to give users more control over their smart assistants, both when it comes to customisation and privacy. Through a simple app the user can train Alias to react on a custom wake-word/sound, and once trained, Alias can take control over your home assistant by activating it for you.

Score
80
โ˜… 1.7k โ‘‚ 99 โ€”
Python
roboflow
roboflow
awesome-openai-vision-api-experiments

Must-have resource for anyone who wants to experiment with and build on the OpenAI vision API ๐Ÿ”ฅ

Score
83
โ˜… 1.7k โ‘‚ 134 โ€”
Python
mlr-org
mlr-org
mlr

Machine Learning in R

Score
88
โ˜… 1.7k โ‘‚ 402 +1/day
R
qingsongedu
qingsongedu
awesome-AI-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

Score
80
โ˜… 1.6k โ‘‚ 148 โ€”
microsoft
microsoft
Semi-supervised-learning

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

Score
98
โ˜… 1.6k โ‘‚ 220 +1/day
Python
scikit-learn-contrib
scikit-learn-contrib
MAPIE

A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.

Score
97
โ˜… 1.6k โ‘‚ 144 โ€”
Jupyter Notebook
AxeldeRomblay
AxeldeRomblay
MLBox

MLBox is a powerful Automated Machine Learning python library.

Score
84
โ˜… 1.5k โ‘‚ 273 โ€”
Python
yeyun111
yeyun111
dlcv_for_beginners

ใ€Šๆทฑๅบฆๅญฆไน ไธŽ่ฎก็ฎ—ๆœบ่ง†่ง‰ใ€‹้…ๅฅ—ไปฃ็ 

Score
85
โ˜… 1.5k โ‘‚ 630 โ€”
Python
sepandhaghighi
sepandhaghighi
pycm

Multi-class confusion matrix library in Python

Score
96
โ˜… 1.5k โ‘‚ 126 โ€”
Python
yangyanli
yangyanli
PointCNN

PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

Score
96
โ˜… 1.4k โ‘‚ 360 โ€”
Python
oracle
oracle
tribuo

Tribuo - A Java machine learning library

Score
97
โ˜… 1.4k โ‘‚ 196 โ€”
Java
MedMNIST
MedMNIST
MedMNIST

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

Score
78
โ˜… 1.4k โ‘‚ 212 +1/day
Python
pprp
pprp
SimpleCVReproduction

Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.

Score
79
โ˜… 1.3k โ‘‚ 318 โ€”
Jupyter Notebook
BR-IDL
BR-IDL
PaddleViT

:robot: PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+

Score
78
โ˜… 1.2k โ‘‚ 328 โ€”
Python
openvinotoolkit
openvinotoolkit
nncf

Neural Network Compression Framework for enhanced OpenVINOโ„ข inference

Score
100
โ˜… 1.2k โ‘‚ 299 โ€”
Python
TheAlgorithms
TheAlgorithms
R

Collection of various algorithms implemented in R.

Score
97
โ˜… 1.2k โ‘‚ 353 โ€”
R
fraunhoferportugal
fraunhoferportugal
tsfel

An intuitive library to extract features from time series.

Score
93
โ˜… 1.1k โ‘‚ 156 +1/day
Python
mlr-org
mlr-org
mlr3

mlr3: Machine Learning in R - next generation

Score
95
โ˜… 1.1k โ‘‚ 97 +2/day
R
qubvel
qubvel
ttach

Image Test Time Augmentation with PyTorch!

Score
75
โ˜… 1.0k โ‘‚ 69 +2/day
Python
scikit-multilearn
scikit-multilearn
scikit-multilearn

A scikit-learn based module for multi-label et. al. classification

Score
60
โ˜… 955 โ‘‚ 175 โ€”
Python
Related Topics
#machine-learning#deep-learning#regression#pytorch#computer-vision#clustering#data-science#python#segmentation#object-detection#tensorflow#scikit-learn

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