This library provides common speech features for ASR including MFCCs and filterbank energies.

Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).

显著性提取

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码

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 PyTorch implementation of VGG16. This could be considered as a variant of the original VGG16 since BN layers are added after each conv. layer

PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/

Processing code for acoustic non-line-of-sight imaging

Cascade of Asymmetric Resonators with Fast-Acting Compression (CARFAC) cochlear model.

A PyTorch Library for Meta-learning Research

Code to accompany "Deep neural network models reveal interplay of peripheral coding and stimulus statistics in pitch perception" (Saddler et al. 2021, Nature Communications)

PyTorch implementation of CNNs for CIFAR benchmark

这是一个入门机器学习/深度学习的小项目，包含随机森林，多层感知器，卷积神经网络，实现了训练可视化，多分类混淆矩阵等计算