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signal-transformation

Widely used signal transformation using TensorFlow API.

signals

For teaching applied signal processing and classification for HCI and ubiquitous computing

sorting-network

spark-docker-compose

Spark + HDFS cluster using docker compose

stable-diffusion

A latent text-to-image diffusion model

stylegan

StyleGAN - Official TensorFlow Implementation

sudoku

Solution for sudoku

superset

Apache Superset is a Data Visualization and Data Exploration Platform

tacotron2

Tacotron 2 - PyTorch implementation with faster-than-realtime inference

tdc-starter-kit

Starter kit and data loading code for the Trojan Detection Challenge NeurIPS 2022 competition

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-triplet-loss

Implementation of triplet loss in TensorFlow

text

Data loaders and abstractions for text and NLP

tf-recsys

tf-recsys contains collaborative filtering (CF) model based on famous SVD and SVD++ algorithm. Both of them are implemented by tensorflow in order to utilize GPU acceleration.

topotrojdetection

torch-audiomentations

Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.

torch-uncertainty

Uncertainty for deep learning models in PyTorch :seedling:

torchaudio-augmentations

Audio transformations library for PyTorch

torchcp

A Python toolbox for conformal prediction research on deep learning models, using PyTorch.

transformer-deploy

Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀

translators

Zotero Translators

trustworthyai

Explore the intersection of ethics and technology with 'Trustworthy AI: From Theory to Practice.' This comprehensive guide delves into creating AI models that prioritize privacy, security, and robustness. Featuring practical examples in Python, it covers uncertainty quantification, adversarial machine learning, federated learning, and more.

tutorials

PyTorch tutorials.

uncertainty-toolbox

Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

universal-litmus-patterns

Official Repository for the CVPR 2020 paper "Universal Litmus Patterns: Revealing Backdoor Attacks in CNNs"

uq360

Uncertainty Quantification 360 (UQ360) is an extensible open-source toolkit that can help you estimate, communicate and use uncertainty in machine learning model predictions.

vall-e-x

An open source implementation of Microsoft's VALL-E X zero-shot TTS model. Demo is available in https://plachtaa.github.io

vision

Datasets, Transforms and Models specific to Computer Vision

voice-privacy-challenge-2022

Baseline Recipe for VoicePrivacy Challenge 2022: anonymization systems and evaluation software

weaviate

Weaviate is a cloud-native, modular, real-time vector search engine