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ad_examples

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

comet

[Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series

covid19_hawaii

data-science-in-r

datasciencecoursera

datasharing

The Leek group guide to data sharing

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deeplearningbook-chinese

Deep Learning Book Chinese Translation

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

ecg-age-prediction

Scripts and modules for training and testing neural network for age prediction from the ECG. Companion code to the paper "Deep neural network-estimated electrocardiographic age as a mortality predictor".

exploratory-data-analysis

getting-and-cleaning-data

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.

informer2020

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

kaggle

Kaggle 项目实战（教程） = 文档 + 代码 + 视频（欢迎参与）

lihang-code

《统计学习方法》的代码实现

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1500+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1500+页)和视频链接

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

paper-reading

深度学习经典、新论文逐段精读

prml

PRML algorithms implemented in Python

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

pwc

Papers with code. Sorted by stars. Updated weekly.

py-l1tf

Python implementation of L1 trend filtering algorithm

python

All Algorithms implemented in Python

repdata_peerassessment1

Peer Assessment 1 for Reproducible Research

skope-rules

machine learning with logical rules in Python

test.repo

tf-dann

Domain-Adversarial Neural Network in Tensorflow

time-series-library

A Library for Advanced Deep Time Series Models.