Top 23 Python Classification Projects

• labelme

  2 9,981 8.4 Python

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

  Project mention: Use cases for PySide | reddit.com/r/Python | 2023-01-31

  Image, 3D, or data visualization applications using OpenCV and the SciPy ecosystem. The Graphics View Framework can display an image and let the user interact with it, and the Python ecosystem is very rich for image processing, data analysis, and visualization. For example, LabelMe for image labeling, PyQtGraph for scientific graphics, or custom QWidget integration in Maya.

• cleanlab

  55 5,634 9.7 Python

  The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

  

  Project mention: [P] We are building a curated list of open source tooling for data-centric AI workflows, looking for contributions. | reddit.com/r/MachineLearning | 2023-03-03

  Currently, you have to do a bit of hacking: https://github.com/cleanlab/cleanlab/issues/586

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• pointnet

  1 4,111 10.0 Python

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

  Project mention: How do I balance a pointcloud dataset without compromising it? | reddit.com/r/learnmachinelearning | 2022-10-25

  I am using pointnet, A neural network which directly processes point clouds and labels them on a per-point basis.

• orange

  8 4,011 9.7 Python

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

  

  Project mention: Book or web book recommendation request: a data visualization cookbook using Python for scientists. | reddit.com/r/Python | 2023-02-22

  Have you tried Orange? https://orangedatamining.com/ This is not a direct answer to your question but Orange has Python based stuff for data mining and visualization. It is very intuitive as for being a graphical interface.

• torch2trt

  0 3,847 8.6 Python

  An easy to use PyTorch to TensorRT converter

  

• pointnet2

  1 2,599 0.0 Python

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

  Project mention: Why does trained model fail on new data? | reddit.com/r/learnmachinelearning | 2022-08-26

  Is this how you trained the segmentation? https://github.com/charlesq34/pointnet2

• Pointnet_Pointnet2_pytorch

  0 2,227 4.4 Python

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

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• InvoiceNet

  0 2,110 0.0 Python

  Deep neural network to extract intelligent information from invoice documents.

• efficientnet

  5 2,002 0.0 Python

  Implementation of EfficientNet model. Keras and TensorFlow Keras.

  Project mention: Why did the original ResNet paper not use dropout? | reddit.com/r/datascience | 2023-01-29

  not true at all, plenty of sota models combines batchnorm and dropout 1. efficientnet 2. resnet rs 3. timm resnet50 (appendix)

• lazypredict

  1 1,936 0.0 Python

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

  Project mention: [D] Looking for github package testing many decision tree models - it exists but I can't find it in my browser history | reddit.com/r/MachineLearning | 2023-01-10

• lightning-flash

  0 1,657 9.2 Python

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

  

• eda_nlp

  0 1,412 0.0 Python

  Data augmentation for NLP, presented at EMNLP 2019

• EasyCV

  1 1,404 8.8 Python

  An all-in-one toolkit for computer vision

  

  Project mention: Researchers from the Alibaba Group added their newly developed ‘YOLOX-PAI’ into EasyCV, which is an all-in-one Computer Vision Toolbox | reddit.com/r/computervision | 2022-08-31

  Continue reading | Check out the paper and github link.

• MLBox

  0 1,403 0.0 Python

  MLBox is a powerful Automated Machine Learning python library.

• pycm

  6 1,361 8.9 Python

  Multi-class confusion matrix library in Python

  Project mention: PyCM 3.8 Released: Distance/Similarity Support | news.ycombinator.com | 2023-02-02

• awesome-fraud-detection-papers

  37 1,311 3.2 Python

  A curated list of data mining papers about fraud detection.

  Project mention: awesome-fraud-detection-papers: NEW Extended Research - star count:1277.0 | reddit.com/r/algoprojects | 2023-02-12

• ml-cvnets

  2 1,239 1.7 Python

  CVNets: A library for training computer vision networks

  

  Project mention: CVNets - A library for training computer vision networks | reddit.com/r/github_trends | 2022-04-18

• PaddleViT

  0 1,081 6.9 Python

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

• mmrazor

  1 996 6.0 Python

  OpenMMLab Model Compression Toolbox and Benchmark.

  

  Project mention: MMDeploy: Deploy All the Algorithms of OpenMMLab | reddit.com/r/u_Allent_pjlab | 2022-11-21

  MMRazor: OpenMMLab model compression toolbox and benchmark.

• AlphaPy

  10 887 2.6 Python

  Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost

  

  Project mention: Monte Carlo Simulator feature request. | reddit.com/r/TradingView | 2023-01-26

• ttach

  0 817 0.0 Python

  Image Test Time Augmentation with PyTorch!

• guesslang

  1 647 0.0 Python

  Detect the programming language of a source code

  Project mention: Is there a tool that could detect what language a snippet of code is written in? | reddit.com/r/AskProgramming | 2022-08-09

• tsfel

  1 632 10.0 Python

  An intuitive library to extract features from time series.

  

  Project mention: Ask HN: Data Scientists, what libraries do you use for timeseries forecasting? | news.ycombinator.com | 2022-11-03

  For feature extraction check out tsfel:

  https://github.com/fraunhoferportugal/tsfel

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Python Classification related posts

• Fine-tuning Llama
  4 projects | reddit.com/r/Oobabooga | 13 Mar 2023
• Why did the original ResNet paper not use dropout?
  1 project | reddit.com/r/datascience | 29 Jan 2023
• Monte Carlo Simulator feature request.
  1 project | reddit.com/r/TradingView | 26 Jan 2023
• Github - I made Awesome Computer Vision. Current content created includes Classification, Segmentation, Detection, Fine grained Recognition, Self-superviseld Learning, Meta Learning. Unlike the existing Awesome, Kaggle and colab running code were added. Thanks for attention
  1 project | reddit.com/r/coolgithubprojects | 14 Jan 2023
• [D] Looking for github package testing many decision tree models - it exists but I can't find it in my browser history
  1 project | reddit.com/r/MachineLearning | 10 Jan 2023
• 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 | reddit.com/r/algoprojects | 31 Dec 2022
• AlphaPy
  1 project | reddit.com/r/scottfreellc | 31 Dec 2022
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