Python Classification

Open-source Python projects categorized as Classification

Top 23 Python Classification Projects

  • supervision

    We write your reusable computer vision tools. 💜

  • Project mention: Supervision: Reusable Computer Vision | news.ycombinator.com | 2024-03-24

    You can always slice the images into smaller ones, run detection on each tile, and combine results. Supervision has a utility for this - https://supervision.roboflow.com/latest/detection/tools/infe..., but it only works with detections. You can get a much more accurate result this way. Here is some side-by-side comparison: https://github.com/roboflow/supervision/releases/tag/0.14.0.

  • labelme

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

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • orange

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

  • Project mention: Hierarchical Clustering | news.ycombinator.com | 2024-04-20

    I know I've tooted its horn before, but Orange3 is a pretty neat Python-based GUI platform that makes this and a metric buttload of other statistical/ML techniques available to non-programmer types.

    Just watch out for null character `x00` in the corpus. That always seems to kill it stone dead.

    https://orangedatamining.com/

    https://orange3.readthedocs.io/projects/orange-visual-progra...

  • pointnet

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

  • torch2trt

    An easy to use PyTorch to TensorRT converter

  • text-classification-cnn-rnn

    CNN-RNN中文文本分类,基于TensorFlow

  • Pointnet_Pointnet2_pytorch

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

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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  • pointnet2

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

  • lazypredict

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

  • InvoiceNet

    Deep neural network to extract intelligent information from invoice documents.

  • efficientnet

    Implementation of EfficientNet model. Keras and TensorFlow Keras.

  • Project mention: Getting Started with Gemma Models | dev.to | 2024-04-15

    Examples of lightweight models include MobileNet, a computer vision model designed for mobile and embedded vision applications, EfficientDet, an object detection model, and EfficientNet, a CNN that uses compound scaling to enable better performance. All these are lightweight models from Google.

  • ml-cvnets

    CVNets: A library for training computer vision networks

  • Project mention: Apple Researchers Introduce ByteFormer: An AI Model That Consumes Only Bytes And Does Not Explicitly Model The Input Modality - MarkTechPost | /r/singularity | 2023-06-16

    https://github.com/apple/ml-cvnets/tree/main/examples/byteformer - Where the code will be located once uploaded

  • EasyCV

    An all-in-one toolkit for computer vision

  • Project mention: FLaNK Stack Weekly for 20 June 2023 | dev.to | 2023-06-20

    All in One Computer Vision https://github.com/alibaba/EasyCV

  • awesome-fraud-detection-papers

    A curated list of data mining papers about fraud detection.

  • eda_nlp

    Data augmentation for NLP, presented at EMNLP 2019

  • MLBox

    MLBox is a powerful Automated Machine Learning python library.

  • pycm

    Multi-class confusion matrix library in Python

  • Project mention: PyCM 4.0 Released: Multilabel Confusion Matrix Support | /r/coolgithubprojects | 2023-06-07
  • mmrazor

    OpenMMLab Model Compression Toolbox and Benchmark.

  • PaddleViT

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

  • AlphaPy

    Python AutoML for Trading Systems and Sports Betting

  • Project mention: 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 | /r/algoprojects | 2023-12-10
  • inference

    A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models. (by roboflow)

  • Project mention: Supervision: Reusable Computer Vision | news.ycombinator.com | 2024-03-24

    Yeah, inference[1] is our open source package for running locally (either directly in Python or via a Docker container). It works with all the models on Universe, models you train yourself (assuming we support the architecture; we have a bunch of notebooks available[2]), or train in our platform, plus several more general foundation models[3] (for things like embeddings, zero-shot detection, question answering, OCR, etc).

    We also have a hosted API[4] you can hit for most models we support (except some of the large vision models that are really GPU-heavy) if you prefer.

    [1] https://github.com/roboflow/inference

    [2] https://github.com/roboflow/notebooks

    [3] https://inference.roboflow.com/foundation/about/

    [4] https://docs.roboflow.com/deploy/hosted-api

  • TencentPretrain

    Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo

  • ttach

    Image Test Time Augmentation with PyTorch!

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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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).

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
    www.influxdata.com | 22 May 2024
    Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

Index

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

Project Stars
1 supervision 14,673
2 labelme 12,462
3 orange 4,633
4 pointnet 4,600
5 torch2trt 4,421
6 text-classification-cnn-rnn 4,084
7 Pointnet_Pointnet2_pytorch 3,250
8 pointnet2 2,875
9 lazypredict 2,729
10 InvoiceNet 2,398
11 efficientnet 2,063
12 ml-cvnets 1,697
13 EasyCV 1,695
14 awesome-fraud-detection-papers 1,559
15 eda_nlp 1,536
16 MLBox 1,479
17 pycm 1,431
18 mmrazor 1,379
19 PaddleViT 1,169
20 AlphaPy 1,066
21 inference 1,065
22 TencentPretrain 987
23 ttach 946

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