horizonailab Goto Github PK

data-science-competitions

Reports for data science competitions on Kaggle/similar.

data-science-notes

数据科学的笔记以及资料搜集

data-science-tools

Experiments and code samples for various tools related to data science workflows.

data-scientist-roadmap

Toturials coming with the "data science roadmap" picture.

deepclustering

Methods and Implements of Deep Clustering

deeplearning-muli-notes

Notes about courses Dive into Deep Learning by Mu Li

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

doing_the_phd

drawio-desktop

Official electron build of diagrams.net

educational-resources

Educational resources

elegantnote

Elegant LaTeX Template for Notes

extreme-multi-label-learning

gaohaoyang.github.io

blog & blog theme🤘

gnn-community-detection

Graph Neural Networks for Community Detection

gpucmiknn

GPU-based information-theoretic conditional independence test for causal discovery

grape

horizonailab.github.io

HorizonAILab主页

iclr-blog-track.github.io

informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

interpretablemlbook

《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版

keras-textclassification

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

large_scale_gcn_benchmarking

largescalebookslides

leetcode-go

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

libauc

LibAUC: A Deep Learning Library for X-Risk Optimization

lrslibrary

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

lscae

Deep unsupervised feature selection by discarding nuisance and correlated features

m4-methods

Data, Benchmarks, and methods submitted to the M4 forecasting competition

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

markdown-diagrams-browser-extension

A browser extension for Chrome, Edge, Opera and Firefox that renders markdown diagrams and charts code blocks into preview images.