duanzi019 Goto Github PK

causal-learn

Causal Discovery for Python. Translation and extension of the Tetrad Java code.

causaldiscoverytoolbox

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

causalml

Uplift modeling and causal inference with machine learning algorithms

cdmir

Causal Discovering, ModelIng and Reasoning

duanzi019

Config files for my GitHub profile.

fgplvm

Faster GP-LVM software in MATLAB.

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

keplerpixelmodel

lp

半监督学习LP算法实践、标签传播、半监督学习

machinelearning

Learning and Recording

pylift

Uplift modeling package.

songtian-pachong

task005

模型优化调参---网格搜索（五折交叉验证）

text-classification-surveys

文本分类资源汇总，包括深度学习文本分类模型，如SpanBERT、ALBERT、RoBerta、Xlnet、MT-DNN、BERT、TextGCN、MGAN、TextCapsule、SGNN、SGM、LEAM、ULMFiT、DGCNN、ELMo、RAM、DeepMoji、IAN、DPCNN、TopicRNN、LSTMN 、Multi-Task、HAN、CharCNN、Tree-LSTM、DAN、TextRCNN、Paragraph-Vec、TextCNN、DCNN、RNTN、MV-RNN、RAE等，浅层学习模型，如LightGBM 、SVM、XGboost、Random Forest、C4.5、CART、KNN、NB、HMM等。介绍文本分类数据集，如MR、SST、MPQA、IMDB、Yelp、20NG、AG、R8、DBpedia、Ohsumed、SQuAD、SNLI、MNLI、MSRP、MRDA、RCV1、AAPD，评价指标，如accuracy、Precision、Recall、F1、EM、MRR、HL、Micro-F1、Macro-F1、P@K，和技术挑战，包括多标签文本分类。

thorough-pytorch

tushare

TuShare is a utility for crawling historical data of China stocks

wuenda-deeplearning