anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

causalinferenceintro_python

Causal Inference for the Brave and True的中文翻译版。全部代码基于Python，适用于计量经济学、量化社会学、策略评估等领域。英文版原作者：Matheus Facure

chatgpt_academic

科研工作专用ChatGPT拓展，特别优化学术Paper润色体验，支持自定义快捷按钮，支持markdown表格显示，Tex公式双显示，代码显示功能完善，新增本地Python工程剖析功能/自我剖析功能

cv_interview

百面机器学习

deep_reinforcement_learning_notes

This repository contains my notes about deep reinforcement learning course in NJU.

deeplearning-muli-notes

Notes about courses Dive into Deep Learning by Mu Li

github-slideshow

A robot powered training repository :robot:

hands-on-rl

动手学强化学习 https://hrl.boyuai.com/

hands_on_ml-notes

基于《Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition》本书，我在jupyter notebook中的笔记。

learn_github

This is my test for github

machine_learning_code_implementation

Mathematical derivation and pure Python code implementation of machine learning algorithms.

missing-semester-2020

MIT: missing semester 2020. Solutions and notes. 学习笔记和部分习题答案

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

my_arxiv_paper

collect the latest arxiv paper in anomaly detection and bus route optimization

nab

The Numenta Anomaly Benchmark

neuerliu

neuerliu.github.io

numpy-ml

Machine learning in numpy

phaseofmatter

Machine Learning Phase of matter

prompt-engineering-guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

pytorchstepbystep

repository of the book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

tods

TODS: An Automated Time-series Outlier Detection System

vae-lstm-for-anomaly-detection

We propose a VAE-LSTM model as an unsupervised learning approach for anomaly detection in time series.

vscode_template

Portfolio Website Template Based On VSCode Theme

web-dev-for-beginners

24 Lessons, 12 Weeks, Get Started as a Web Developer

web_guide

千古前端图文教程，超详细的前端入门到进阶学习笔记。从零开始学前端，做一名精致优雅的前端工程师。