pytorch-adapt
autogluon
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| pytorch-adapt | autogluon | |
|---|---|---|
| 3 | 19 | |
| 323 | 5,088 | |
| - | - | |
| 0.0 | 9.9 | |
| about 1 year ago | over 1 year ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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pytorch-adapt
- PyTorch-adapt re-purposes existing ML models to work in new domains
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[P] A domain adaptation library that I wrote: PyTorch Adapt
For more details, you might be interested in the jupyter notebooks here: https://github.com/KevinMusgrave/pytorch-adapt/blob/main/examples/README.md
I wrote [a library](https://github.com/KevinMusgrave/pytorch-adapt) for domain adaptation, which is a type of machine learning that repurposes existing models to work in new domains. A toy example is adapting a model trained on MNIST for use on colored digits:
autogluon
What are some alternatives?
hierarchical-domain-adaptation - Code of NAACL 2022 "Efficient Hierarchical Domain Adaptation for Pretrained Language Models" paper.
mljar-supervised - Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
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!
carefree-learn - Deep Learning ❤️ PyTorch
Transfer-Learning-Library - Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
Auto-PyTorch - Automatic architecture search and hyperparameter optimization for PyTorch
CEPC - A domain adaptation model
NaiveNASlib.jl - Relentless mutation!!
DFSpot-Deepfake-Recognition - Determine whether a given video sequence has been manipulated or synthetically generated
featuretools - An open source python library for automated feature engineering
DeepCriticalLearning - Deep Critical Learning. Implementation of ProSelfLC, IMAE, DM, etc.
Time-Series-Library - A Library for Advanced Deep Time Series Models.