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Name: Wei Xie
Type: User
Name: Wei Xie
Type: User
a PyTorch Tutorial to Class-Incremental Learning | a Distributed Training Template of CIL with core code less than 100 lines.
A new kind of Progress Bar, with real time throughput, eta and very cool animations!
article feature extraction time series
Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".
Pytorch code for the paper 'Attention-based Atrous Convolutional Neural Networks: Visualisation and Understanding Perspectives of Acoustic Scenes', by Zhao Ren, Qiuqiang Kong, Jing Han, Mark Plumbley, BjΓΆrn Schuller.
A PyTorch implementation of the Transformer model in "Attention is All You Need".
Personal Project to classify different audio files using multi layer perceptrons.
Audio Dataset for training CLAP and other models
A convenient set of tools for downloading a quality controlled version of AudioSet in Python, with additional considerations for Meta-Learning based on current research
Toolkit for downloading and processing Google's AudioSet dataset.
Implementation of "Slow-Fast Auditory Streams for Audio Recognition, ICASSP, 2021" in PyTorch
AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty
Automatic architecture search and hyperparameter optimization for PyTorch
Automated deep learning algorithms implemented in PyTorch.
[InterSpeech 2020] "AutoSpeech: Neural Architecture Search for Speaker Recognition" by Shaojin Ding*, Tianlong Chen*, Xinyu Gong, Weiwei Zha, Zhangyang Wang
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
A curated list of automated deep learning (including neural architecture search and hyper-parameter optimization) resources.
awesome few shot / meta learning papers
Awesome Incremental Learning
A curated list of resources for Learning with Noisy Labels
Adaptive Experimentation Platform
This repo contains an unofficial MATLAB implementation of DCASE2021 Task 1A baseline code, which is part of the DCASE challenge.
A Python implementation of global optimization with gaussian processes.
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
official implementation of Ξ²-DARTS: Beta-Decay Regularization for Differentiable Architecture Search (CVPR22 oral).
BM-NAS: Bilevel Multimodal Neural Architecture Search (AAAI 2022 Oral)
Odds and Ends and Things I've implemented.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. πππ
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google β€οΈ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.