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The Top 8,175 Classification Open Source Projects

Categories > Data Processing > Classification
Fasttext ⭐ 24,165
Library for fast text representation and classification.
dependent packages 81total releases 35most recent commit 3 days agopypi fasttext} Downloads
Learnopencv ⭐ 17,828
Learn OpenCV : C++ and Python Examples
most recent commit 3 days ago
Deep Learning For Image Processing ⭐ 12,957
deep learning for image processing including classification and object-detection etc.
most recent commit 2 months ago
Label Studio ⭐ 11,784
Label Studio is a multi-type data labeling and annotation tool with standardized output format
dependent packages 3total releases 159most recent commit 19 hours agopypi label-studio} Downloads
Turicreate ⭐ 10,850
Turi Create simplifies the development of custom machine learning models.
dependent packages 2total releases 31most recent commit 2 months agopypi turicreate} Downloads
Labelme ⭐ 9,646
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
dependent packages 8total releases 177most recent commit 2 days agopypi labelme} Downloads
Nlp Tutorial ⭐ 9,097
Natural Language Processing Tutorial for Deep Learning Researchers
most recent commit 2 years ago
Text_classification ⭐ 7,411
all kinds of text classification models and more with deep learning
most recent commit 4 months ago
Pycaret ⭐ 6,835
An open-source, low-code machine learning library in Python
dependent packages 13total releases 83most recent commit a day agopypi pycaret} Downloads
Pytorch Tutorial ⭐ 6,783
Build your neural network easy and fast, 莫烦Python中文教学
most recent commit 8 months ago
Awesome Project Ideas ⭐ 6,113
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
most recent commit a year ago
Jetson Inference ⭐ 6,081
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
most recent commit 20 hours ago
Tensorflow_cookbook ⭐ 6,056
Code for Tensorflow Machine Learning Cookbook
most recent commit 2 months ago
Tfjs Examples ⭐ 5,936
Examples built with TensorFlow.js
most recent commit 19 days ago
Smile ⭐ 5,643
Statistical Machine Intelligence & Learning Engine
dependent packages 30total releases 30most recent commit a month ago
Face_classification ⭐ 5,312
Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.
most recent commit 2 months ago
Cnn Text Classification Tf ⭐ 5,256
Convolutional Neural Network for Text Classification in Tensorflow
most recent commit 2 years ago
Pyaudioanalysis ⭐ 4,973
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
dependent packages 8total releases 23most recent commit 4 months agopypi pyAudioAnalysis} Downloads
Cleanlab ⭐ 4,886
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
dependent packages 3total releases 18most recent commit 2 days agopypi cleanlab} Downloads
Awesome Graph Classification ⭐ 4,531
A collection of important graph embedding, classification and representation learning papers with implementations.
most recent commit 5 days ago
Tensorflow Book ⭐ 4,443
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
most recent commit 3 years ago
Libsvm ⭐ 4,207
dependent packages 24total releases 7most recent commit 4 months ago
Paddlex ⭐ 4,067
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
dependent packages 1total releases 54most recent commit 2 months agopypi paddlex} Downloads
Pattern_classification ⭐ 3,926
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
most recent commit 7 months ago
Orange3 ⭐ 3,914
🍊 📊 💡 Orange: Interactive data analysis
dependent packages 40total releases 56most recent commit 20 hours agopypi Orange3} Downloads
Pointnet ⭐ 3,907
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
most recent commit 4 months ago
Tensorflow Tutorial ⭐ 3,873
Tensorflow tutorial from basic to hard
most recent commit 2 years ago
Machinelearning Samples ⭐ 3,821
Samples for ML.NET, an open source and cross-platform machine learning framework for .NET.
most recent commit a month ago
Franc ⭐ 3,745
Natural language detection
dependent packages 61total releases 34most recent commit 2 months agonpm franc} Downloads
Torch2trt ⭐ 3,704
An easy to use PyTorch to TensorRT converter
most recent commit a month ago
Bert Bilstm Crf Ner ⭐ 3,550
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
total releases 9most recent commit 2 years ago
Simpletransformers ⭐ 3,477
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
dependent packages 15total releases 280most recent commit 3 days agopypi simpletransformers} Downloads
Alink ⭐ 3,260
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
dependent packages 1total releases 16most recent commit 2 months ago
Catalyst ⭐ 3,066
Accelerated deep learning R&D
dependent packages 10total releases 108most recent commit 2 days agopypi catalyst} Downloads
Pygcn ⭐ 2,952
Graph Convolutional Networks in PyTorch
most recent commit 2 years ago
Text Classification Cnn Rnn ⭐ 2,950
CNN-RNN中文文本分类，基于TensorFlow
most recent commit 4 years ago
Tsai ⭐ 2,884
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
dependent packages 1total releases 41most recent commit 4 days agopypi tsai} Downloads
Data Competition Topsolution ⭐ 2,847
Data competition Top Solution 数据竞赛top解决方案开源整理
most recent commit 2 years ago
Bert Chinese Text Classification Pytorch ⭐ 2,691
使用Bert，ERNIE，进行中文文本分类
most recent commit 2 months ago
Machine Learning With Python ⭐ 2,498
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
most recent commit 4 months ago
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 4total releases 67most recent commit a year agopypi pytorchcv} Downloads
Pipcook ⭐ 2,357
Machine learning platform for Web developers
dependent packages 35total releases 104most recent commit 2 days agonpm @pipcook/boa} Downloads
Stellargraph ⭐ 2,327
StellarGraph - Machine Learning on Graphs
dependent packages 3total releases 24most recent commit a year agopypi stellargraph} Downloads
Uer Py ⭐ 2,272
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
most recent commit 3 months ago
Flaml ⭐ 2,223
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
dependent packages 4total releases 68most recent commit 5 days agopypi FLAML} Downloads
Awesome Deep Learning Music ⭐ 2,217
List of articles related to deep learning applied to music
most recent commit a year ago
Kashgari ⭐ 2,141
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
dependent packages 1total releases 11most recent commit 2 years agopypi kashgari-tf} Downloads
Pycls ⭐ 1,966
Codebase for Image Classification Research, written in PyTorch.
total releases 3most recent commit 7 months ago
Tabnet ⭐ 1,952
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
dependent packages 9total releases 18most recent commit a month agopypi pytorch-tabnet} Downloads
Auto Pytorch ⭐ 1,895
Automatic architecture search and hyperparameter optimization for PyTorch
total releases 5most recent commit 16 days ago
Awesome Deeplearning ⭐ 1,885
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
most recent commit 2 months ago
Cnn_sentence ⭐ 1,873
CNNs for sentence classification
most recent commit 5 years ago
Efficientnet ⭐ 1,853
Implementation of EfficientNet model. Keras and TensorFlow Keras.
dependent packages 8total releases 9most recent commit 2 years agopypi efficientnet} Downloads
Mmclassification ⭐ 1,849
OpenMMLab Image Classification Toolbox and Benchmark
dependent packages 6total releases 22most recent commit 7 days agopypi mmcls} Downloads
Pointnet_pointnet2_pytorch ⭐ 1,796
PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
most recent commit 5 months ago
Raster Vision ⭐ 1,782
An open source framework for deep learning on satellite and aerial imagery.
dependent packages 7total releases 4most recent commit 2 days agopypi rastervision-pipeline} Downloads
Fma ⭐ 1,773
FMA: A Dataset For Music Analysis
most recent commit 22 days ago
Invoicenet ⭐ 1,763
Deep neural network to extract intelligent information from invoice documents.
most recent commit 2 years ago
Awesome_time_series_in_python ⭐ 1,726
This curated list contains python packages for time series analysis
most recent commit 5 months ago
Ml ⭐ 1,709
A high-level machine learning and deep learning library for the PHP language.
dependent packages 14total releases 65most recent commit a month agopackagist rubix/ml} Downloads
Resnext ⭐ 1,652
Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks
most recent commit 3 years ago
Lightning Flash ⭐ 1,628
Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains
most recent commit 21 hours ago
Text_classification ⭐ 1,621
Text Classification Algorithms: A Survey
most recent commit 2 months ago
Universal Data Tool ⭐ 1,612
Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
most recent commit 9 months ago
Chinese Text Classification Pytorch ⭐ 1,609
中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_At
most recent commit 2 years ago
Mlr ⭐ 1,593
Machine Learning in R
dependent packages 36total releases 22most recent commit 24 days ago
Pointnet2 ⭐ 1,588
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
most recent commit 3 years ago
Practical Machine Learning With Python ⭐ 1,586
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.
most recent commit 2 years ago
Mlj.jl ⭐ 1,539
A Julia machine learning framework
most recent commit 5 days ago
Lightning ⭐ 1,513
Large-scale linear classification, regression and ranking in Python
dependent packages 1total releases 12most recent commit a year agopypi sklearn-contrib-lightning} Downloads
Classyvision ⭐ 1,494
An end-to-end PyTorch framework for image and video classification
dependent packages 2total releases 17most recent commit 4 months agopypi classy-vision} Downloads
Gdlnotes ⭐ 1,491
Google Deep Learning Notes（TensorFlow教程）
most recent commit 3 months ago
Caret ⭐ 1,486
caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models
dependent packages 278total releases 138most recent commit 3 months ago
Absa Pytorch ⭐ 1,446
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
most recent commit a year ago
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 6total releases 78most recent commit 4 years agopypi auto_ml} Downloads
Project_alias ⭐ 1,421
Alias is a teachable “parasite” 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.
most recent commit 3 years ago
Pyts ⭐ 1,390
A Python package for time series classification
dependent packages 9total releases 18most recent commit 2 months agopypi pyts} Downloads
Mlbox ⭐ 1,378
MLBox is a powerful Automated Machine Learning python library.
total releases 21most recent commit 2 months ago
Thundersvm ⭐ 1,371
ThunderSVM: A Fast SVM Library on GPUs and CPUs
total releases 9most recent commit 10 months ago
Pycm ⭐ 1,347
Multi-class confusion matrix library in Python
dependent packages 8total releases 39most recent commit 12 days agopypi pycm} Downloads
Dlcv_for_beginners ⭐ 1,344
《深度学习与计算机视觉》配套代码
most recent commit 2 years ago
Nlp Journey ⭐ 1,328
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.
total releases 3most recent commit 2 years ago
Easycv ⭐ 1,326
An all-in-one toolkit for computer vision
total releases 4most recent commit 10 days ago
Lectures Labs ⭐ 1,309
Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2 Data Science from Institut Polytechnique de Paris
most recent commit 2 months ago
Neuralnlp Neuralclassifier ⭐ 1,308
An Open-source Neural Hierarchical Multi-label Text Classification Toolkit
most recent commit 9 months ago
Pointnet.pytorch ⭐ 1,305
pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593
most recent commit a year ago
Keras Textclassification ⭐ 1,270
中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastTex RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
total releases 9most recent commit 10 months ago
Awesome Fraud Detection Papers ⭐ 1,263
A curated list of data mining papers about fraud detection.
most recent commit 15 days ago
3d Pointcloud ⭐ 1,248
Papers and Datasets about Point Cloud.
most recent commit 5 days ago
Pytorch Classification ⭐ 1,244
Classification with PyTorch.
most recent commit 2 years ago
Caffe Model ⭐ 1,238
Caffe models (including classification, detection and segmentation) and deploy files for famouse networks
most recent commit 5 years ago
Detext ⭐ 1,225
DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks
most recent commit 5 months ago
Lazypredict ⭐ 1,179
Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning
total releases 12most recent commit 19 days ago
Pointcnn ⭐ 1,176
PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)
most recent commit a year ago
Datacurator Filetree ⭐ 1,171
a standard filetree for /r/datacurator [ and r/datahoarder ]
most recent commit 2 days ago
Ml Cvnets ⭐ 1,158
CVNets: A library for training computer vision networks
most recent commit 2 days ago
Tribuo ⭐ 1,121
Tribuo - A Java machine learning library
dependent packages 21total releases 4most recent commit 4 days ago
Cs231n 2017 Summary ⭐ 1,118
After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to know about it. I've skipped some contents in some lectures as it wasn't important to me.
most recent commit 3 years ago
Attention Gated Networks ⭐ 1,099
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
most recent commit 2 years ago
Ktrain ⭐ 1,099
ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
dependent packages 2total releases 173most recent commit 13 days agopypi ktrain} Downloads
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