FreddyPeng

usad

MSCRED

Multi-Scale Convolutional Recurrent Encoder-Decoder

DeepAnt

OmniAnomaly

KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network

Variational-Lstm-Autoencoder

Lstm variational auto-encoder for time series anomaly detection and features extraction

TimeEval

Evaluation Tool for Anomaly Detection Algorithms on Time Series

TimeEval-algorithms

Time series anomaly detection algorithm implementations for TimeEval (Docker-based)

evaluation-paper

Supporting material and website for the paper "Anomaly Detection in Time Series: A Comprehensive Evaluation"

Hackberry-Pi_Zero

A handheld Linux terminal using Raspberry pi Zero 2W as Core with 4" 720X720 TFT display

tods

TODS: An Automated Time-series Outlier Detection System

pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

pipedream-notion-voice-notes

Take notes with your voice and send them to Notion

llama_index

LlamaIndex is a data framework for your LLM applications

langchain

🦜🔗 Build context-aware reasoning applications

intro_to_llm_agents

Simple introduction to LLM Agents

llama3

The official Meta Llama 3 GitHub site

llama

Inference code for Llama models

DevOps-Roadmap

DevOps Roadmap for 2024. with learning resources

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

BBQ20-USB_BLE_Keyboard

An ultra portable Keyboard Mouse Combo using the original Blackberry Q20 keyboard

CORD_CPD

Correlation-aware Change-point Detection via Graph Neural Networks

klcpd

PyTorch package for KL-CPD algorithm for change point and anomaly detection in time series

CPDE

Results of the "Ensembles of offline changepoint detection methods" research to reproduce

roerich

:point_up: Change point detection

ALACPD

Change-point detection using neural networks

Time2State

An unsupervised framework for inferring the latent states in time series data

trading-momentum-transformer

This code accompanies the the paper Trading with the Momentum Transformer: An Intelligent and Interpretable Architecture (https://arxiv.org/pdf/2112.08534.pdf).

slow-momentum-fast-reversion

This code accompanies the the paper Slow Momentum with Fast Reversion: A Trading Strategy Using Deep Learning and Changepoint Detection (https://arxiv.org/pdf/2105.13727.pdf).

TCPDBench

The Turing Change Point Detection Benchmark: An Extensive Benchmark Evaluation of Change Point Detection Algorithms on real-world data

bayesian_changepoint_detection

Methods to get the probability of a changepoint in a time series.