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Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch
Source code and demo for INTERSPEECH 2024 paper: Noise-robust Speech Separation with Fast Generative Correction
A survey and paper list of current Diffusion Model for Time Series and SpatioTemporal Data with awesome resources (paper, application, review, survey, etc.).
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
a Python toolbox for benchmarking machine learning on POTS (Partially-Observed Time Series), supporting processing pipelines of 172 public time-series datasets
《李宏毅生成式人工智能教程》，PDF下载地址：https://github.com/datawhalechina/leegenai-tutorial/releases
a Python toolbox loads 172 public time series datasets for machine/deep learning with a single line of code. Datasets from multiple domains including healthcare, financial, power, traffic, weather,…
A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputatio…
Awesome Deep Learning for Time-Series Imputation, including a must-read paper list about applying neural networks to impute incomplete time series containing NaN missing values/data
Unofficial PyTorch implementation of Google AI's VoiceFilter system
Diffusion model papers, survey, and taxonomy
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.
An easier PyTorch deep reinforcement learning library.
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
A list of current Audio-Vision Multimodal with awesome resources (paper, application, data, review, survey, etc.).
A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.
Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复
A collection of resources and papers on Diffusion Models
《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
SGDP: A Stream-Graph Neural Network Based Data Prefetcher