Classification Python Packages

supervision

We write your reusable computer vision tools. 💜

mapclassify

Classification schemes for choropleth mapping.

nncf

Neural Network Compression Framework for enhanced OpenVINO™ inference

flaml

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

betacal

Beta calibration

inference-gpu

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

pycaret

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

inference-cli

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

aplr

APLR builds predictive, interpretable regression and classification models using Automatic Piecewise Linear Regression. It often rivals tree-based methods in predictive accuracy while offering smoother and interpretable predictions.

inference-sdk

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

mapie

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

voxel51-eta

ETA: Extensible Toolkit for Analytics

ttach

Image Test Time Augmentation with PyTorch!

pyts

A Python package for time series classification

efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

inference

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

tsdb

a Python toolbox loads 173 public time series datasets for machine/deep learning with a single line of code. Datasets from multiple domains including healthcare, financial, power, traffic, weather, and etc.

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

orange3

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

medmnist

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

tsfel

An intuitive library to extract features from time series.

scikit-fda

Functional Data Analysis Python package

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

lazypredict

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