NOTICE.txt

THIRD-PARTY SOFTWARE NOTICES AND INFORMATION
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This software incorporates components from the projects listed below. The original copyright notices
and the licenses under which Microsoft received such components are set forth below and are provided for 
informational purposes only. Microsoft reserves all rights not expressly granted herein, whether by 
implication, estoppel or otherwise.

This software includes parts of the Huggingface/Transformers Library (https://github.com/huggingface/transformers). 
State-of-the-art of  Natural Language Processing for Jax, PyTorch and TensorFlow. Huggingface/Transformers library is 
licensed under Apache License 2.0, you can find a copy of this license at https://github.com/huggingface/transformers/blob/master/LICENSE

This software includes parts of the Tensorflow/Privacy Library (https://github.com/tensorflow/privacy). 
A library that includes implementations of TensorFlow optimizers for training machine learning models with
differential privacy. The Tensorflow/Privacy library is licensed under Apache License 2.0, 
you can find a copy of this license at https://github.com/tensorflow/privacy/blob/master/LICENSE

This software includes parts of LEAF Library (https://github.com/TalwalkarLab/leaf).
A Benchmark for Federated Settings. LEAF library is licensed under BSD 2-Clause License, you can find a copy
of this license at https://github.com/TalwalkarLab/leaf/blob/master/LICENSE.md

This software includes parts of ECG Classification from Kaggle Competition 
(https://www.kaggle.com/polomarco/ecg-classification-cnn-lstm-attention-mechanism). 
An example for ECG Classification | CNN LSTM Attention Mechanism. This example is 
licensed under Apache License 2.0, you can find a copy of this license at 
https://www.apache.org/licenses/LICENSE-2.0 

This software includes parts of Torchvision Library (https://github.com/pytorch/vision.git). A package of
popular datasets, model architectures, and common image transformations for computer vision. This example
is licenced under BSD 3-Clause License, you can find a copy of this licence at 
https://github.com/pytorch/vision/blob/main/LICENSE

This software includes parts of FedML Library (https://github.com/FedML-AI/FedML).The Community 
Building Open and Collaborative AI Anywhere at Any Scale. FedML library is licensed under Apache License 2.0, 
you can find a copy of this license at https://github.com/FedML-AI/FedML/blob/master/LICENSE

This software includes parts of FedNewsRec-EMNLP-Findings-2020 repository (https://github.com/taoqi98/FedNewsRec).  
Code from the paper "Privacy-Preserving News Recommendation Model Learning". This example is licenced 
under MIT License, you can find a copy of this licence at https://github.com/taoqi98/FedNewsRec/blob/master/LICENSE

This software includes parts of Fast AutoAugment repository (https://github.com/kakaobrain/fast-autoaugment).  
Code from the paper "Fast AutoAugment" (Accepted at NeurIPS 2019). This example is licenced 
under MIT License, you can find a copy of this licence at https://github.com/kakaobrain/fast-autoaugment/blob/master/LICENSE

This software includes parts of NIID-Bench repository (https://github.com/Xtra-Computing/NIID-Bench).  
Code from the paper "Federated Learning on Non-IID Data Silos: An Experimental Study". This example is 
licenced under MIT License, you can find a copy of this licence at https://github.com/Xtra-Computing/NIID-Bench/blob/main/LICENSE