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hoanglam-novobi's Projects

amazon-redshift-utils icon amazon-redshift-utils

Amazon Redshift Utils contains utilities, scripts and view which are useful in a Redshift environment

annotatechange icon annotatechange

A simple flask application to collect annotations for the Turing Change Point Dataset, a benchmark dataset for change point detection algorithms

azure-tdsp-projecttemplate icon azure-tdsp-projecttemplate

TDSP: Data science project template repository with standardized directory structure and document templates to support efficient project execution and collaboration.

databricks-lakehouse icon databricks-lakehouse

This repo contains live examples to build Databricks' Lakehouse and recommended best practices from the field.

kats icon kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

lead-lag icon lead-lag

Estimation of the lead-lag parameter from non-synchronous data.

mtad-gat-pytorch icon mtad-gat-pytorch

PyTorch implementation of MTAD-GAT (Multivariate Time-Series Anomaly Detection via Graph Attention Networks) by Zhao et. al (2020, https://arxiv.org/abs/2009.02040).

ncps icon ncps

PyTorch and TensorFlow implementation of NCP, LTC, and CfC wired neural models

neuralforecast icon neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

nextdoor icon nextdoor

Next Door neighbours Python implementation

omnianomaly icon omnianomaly

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

ruptures icon ruptures

ruptures: change point detection in Python

saliency icon saliency

Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).

tcpd icon tcpd

The Turing Change Point Dataset - A collection of time series for the evaluation and development of change point detection algorithms

tcpdbench icon tcpdbench

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

web icon web

Odoo web client UI related addons

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