Domain Adaptation Python Packages

pot

POT : Python Optimal Transport

pytorch-revgrad

A minimal pytorch package implementing a gradient reversal layer.

domain2idna

The tool to convert domains the famous IDNA format.

adapt

Awesome Domain Adaptation Python Toolbox

pytorch-adapt

Domain adaptation made easy. Fully featured, modular, and customizable.

rul-datasets

A collection of datasets for RUL estimation as Lightning Data Modules.

transformers-domain-adaptation

:no_entry: [DEPRECATED] Adapt Transformer-based language models to new text domains

adaptor

ACL 2022: Adaptor: a library to easily adapt a language model to your own task, domain, or custom objective(s).

torch-staintools

GPU-accelerated Stain Normalization and Augmentation in PyTorch

pykale

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!

powerful-benchmarker

A library for ML benchmarking. It's powerful.

skada

Domain adaptation toolbox compatible with scikit-learn and pytorch

abstention

Algorithms for abstention, calibration and domain adaptation to label shift.

gpl

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577

diplslib

Python package for domain adaptation in multivariate regression

kalelinear

Non-deep knowledge-aware machine learning including domain adaptation in Python

pygda

PyGDA is a Python library for Graph Domain Adaptation

condo

Confounded domain adaptation

adaptation

Awesome Domain Adaptation Python Toolbox

rul-adapt

A collection of unsupervised domain adaption approaches for RUL estimation.

dalib

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

gdmicro

GDmicro - Use GCN and Deep adaptation network to classify host disease status based on human gut microbiome data.

cinnamon

A monitoring tool for machine learning systems that focus on data drift

bonito-llm

A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.