Python Classification

Open-source Python projects categorized as Classification

Top 23 Python Classification Projects

Classification
  1. supervision

    We write your reusable computer vision tools. 💜

    Project mention: Ask HN: Who is hiring? (April 2025) | news.ycombinator.com | 2025-04-01
  2. Judoscale

    Save 47% on cloud hosting with autoscaling that just works. Judoscale integrates with Django, FastAPI, Celery, and RQ to make autoscaling easy and reliable. Save big, and say goodbye to request timeouts and backed-up task queues.

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  3. labelme

    Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

    Project mention: Convert LabelMe Annotations to YOLO Format with labelme-to-yolo | dev.to | 2024-12-29

    Convert LabelMe format into YoloV7 format for instance segmentation.

  4. X-AnyLabeling

    Effortless data labeling with AI support from Segment Anything and other awesome models.

  5. orange

    🍊 :bar_chart: :bulb: Orange: Interactive data analysis

  6. pointnet

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

  7. torch2trt

    An easy to use PyTorch to TensorRT converter

  8. text-classification-cnn-rnn

    CNN-RNN中文文本分类,基于TensorFlow

  9. InfluxDB

    InfluxDB high-performance time series database. Collect, organize, and act on massive volumes of high-resolution data to power real-time intelligent systems.

    InfluxDB logo
  10. Pointnet_Pointnet2_pytorch

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

  11. pointnet2

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

  12. lazypredict

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

  13. InvoiceNet

    Deep neural network to extract intelligent information from invoice documents.

  14. efficientnet

    Implementation of EfficientNet model. Keras and TensorFlow Keras.

  15. ml-cvnets

    CVNets: A library for training computer vision networks

  16. EasyCV

    An all-in-one toolkit for computer vision

  17. awesome-openai-vision-api-experiments

    Must-have resource for anyone who wants to experiment with and build on the OpenAI vision API 🔥

  18. awesome-fraud-detection-papers

    A curated list of data mining papers about fraud detection.

  19. inference

    Turn any computer or edge device into a command center for your computer vision projects. (by roboflow)

    Project mention: Smart Waste Solutions: Integrating AI in Next-Gen Waste Sorting | dev.to | 2024-08-29

    Install packages required for running the inference. You can run the trained model Inference. This document is not meant to explain Ultralytics YOLO model training & various ways of optimizing inferences for your custom use-cases & requirements using Roboflow or Ultralytics HUB Inference . The Waste Category Predictor (AI Model) predicts the waste type and sends the signal to Arduino.

  20. eda_nlp

    Data augmentation for NLP, presented at EMNLP 2019

  21. mmrazor

    OpenMMLab Model Compression Toolbox and Benchmark.

  22. MLBox

    MLBox is a powerful Automated Machine Learning python library.

  23. pycm

    Multi-class confusion matrix library in Python

  24. AlphaPy

    Python AutoML for Trading Systems and Sports Betting

  25. PyPOTS

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

  26. CodeRabbit

    CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.

    CodeRabbit logo
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Python Classification related posts

  • MISP galaxy – cybersecurity and other related knowledge base

    1 project | news.ycombinator.com | 20 May 2024
  • Getting Started with Gemma Models

    4 projects | dev.to | 15 Apr 2024
  • Show HN: Toolkit for LLM Fine-Tuning, Ablating and Testing

    2 projects | news.ycombinator.com | 7 Apr 2024
  • A History of CLIP Model Training Data Advances

    8 projects | dev.to | 13 Mar 2024
  • AlphaPy: machine learning framework built on sklearn and pandas. Support pyfolio/xgboost/lightgmb/catboost(gradient boosting on decision tress) etc. Examples include financial market prediction/sports prediction/kaggle. Configurations are set though

    1 project | /r/algoprojects | 10 Dec 2023
  • Zephyr-7B QLoRA Benchmark for Summarization and Classification

    1 project | /r/LocalLLaMA | 29 Nov 2023
  • Show HN: Finetuning LLMs: Open-source vs. Close-source

    1 project | news.ycombinator.com | 8 Oct 2023
  • A note from our sponsor - InfluxDB
    influxdata.com | 29 Apr 2025
    Collect, organize, and act on massive volumes of high-resolution data to power real-time intelligent systems. Learn more →

Index

What are some of the best open-source Classification projects in Python? This list will help you:

# Project Stars
1 supervision 26,491
2 labelme 14,376
3 X-AnyLabeling 5,395
4 orange 5,148
5 pointnet 4,965
6 torch2trt 4,729
7 text-classification-cnn-rnn 4,206
8 Pointnet_Pointnet2_pytorch 4,085
9 pointnet2 3,251
10 lazypredict 3,134
11 InvoiceNet 2,584
12 efficientnet 2,083
13 ml-cvnets 1,859
14 EasyCV 1,849
15 awesome-openai-vision-api-experiments 1,679
16 awesome-fraud-detection-papers 1,671
17 inference 1,640
18 eda_nlp 1,623
19 mmrazor 1,580
20 MLBox 1,503
21 pycm 1,475
22 AlphaPy 1,462
23 PyPOTS 1,384

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