yaolezju

MDM

MDM

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-interpretable-machine-learning

awesome-machine-learning-interpretability

A curated list of awesome machine learning interpretability resources.

Causal-discovery-from-multiset-timeseries

CGNN

Replication code for the article "Learning Functional Causal Models with Generative Neural Networks"

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

DAG-GNN

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.

exnn

Enhanced Explainable Neural Network

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.

KDEpy

Kernel Density Estimation in Python

LeetCode

https://leetcode-cn.com/problemset/all/

MSCRED

Multi-Scale Convolutional Recurrent Encoder-Decoder

MSCRED-1

Concise, modular implementation of Multi-Scale Convolutional Recurrent Encoder Decoder: https://arxiv.org/abs/1811.08055

notears

DAGs with NO TEARS: Continuous Optimization for Structure Learning

NRI

Neural relational inference for interacting systems - pytorch

pyGAM

[HELP REQUESTED] Generalized Additive Models in Python

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.

SindyAutoencoders

SparseGP

Sparse Gaussian process: VFE and SVI-GP

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)