lzz19980125

awesome-time-series-segmentation-papers

This repository contains a reading list of papers on Time Series Segmentation. This repository is still being continuously improved.

awesome-multivariate-time-series-clustering-algorithms

This repo collects effective multivariate time series clustering codes.

MIT_6.824

awesome-multivariate-time-series-anomaly-detection-algorithms

decomposed-transformer

Python re-implementation of decomposed transformer for multivariate time series anomaly detection (IEEE BigData '22)

lzz19980125.github.io

Time-Series-Library

A Library for Advanced Deep Time Series Models.

configuration

configurations of my computer and my brain

DeepOD

Deep learning-based outlier/anomaly detection

UC_Berkeley_CS61B

DMM

eTaPR

eTaPR

learning_research

本人的科研经验

LibMTL

A PyTorch Library for Multi-Task Learning

lzz19980125

nyc-taxi-data

Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse database

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

RNN-Time-series-Anomaly-Detection

RNN based Time-series Anomaly detector model implemented in Pytorch.

TADNet

Code for ICASSP 2024 paper "Unravel Anomalies: An End-to-end Seasonal-Trend Decomposition Approach for Time Series Anomaly Detection".

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

UC-Berkeley_CS61A