yaolezju's repositories
AiLearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
AttentionConvLSTM
"Attention in Convolutional LSTM for Gesture Recognition" in NIPS 2018
awesome-machine-learning-interpretability
A curated list of awesome machine learning interpretability resources.
continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL).
ConvLSTM-PyTorch
ConvLSTM/ConvGRU (Birdirectional) (Encoder-Decoder) with PyTorch
Deep-Learning-with-PyTorch-Tutorials
深度学习与PyTorch入门实战视频教程 配套源代码和PPT
dimensionality_reduction_alo_codes
特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现
Document-Classifier-LSTM
A bidirectional LSTM with attention for multiclass/multilabel text classification.
interpretable-ml-book
Book about interpretable machine learning
interpretable_machine_learning_with_python
Practical techniques for training interpretable ML models, explaining ML models, and debugging ML models.
pytorch-handbook
pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行
PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
TensorFlow-Convolutional-AutoEncoder
This is an implementation of Convolutional AutoEncoder using only TensorFlow
WZU-machine-learning-course
温州大学《机器学习》课程资料(代码、课件等)
xai_resources
Interesting resources related to XAI (Explainable Artificial Intelligence)