|5 months ago||8 days ago|
|MIT License||MIT License|
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[D] Anomaly detection without training set?
1 project | reddit.com/r/MachineLearning | 22 Jan 2021
Other than that, if you're looking for more complicated models you could try and adapt one of the models from this this GitHub repo for your task (this is an open source repo of some SOTA anomaly detection models).
Time series analysis of Bitcoin price in Python with fbprophet ?!
2 projects | dev.to | 22 Dec 2021
14 September 2021 - Daily Chat Thread
1 project | reddit.com/r/indonesia | 14 Sep 2021
[D] Stock prediction using lstm(plz help)
2 projects | reddit.com/r/MachineLearning | 16 Jun 2021
Financial time-series data forecasting - any other tools besides Prophet?
4 projects | reddit.com/r/datascience | 2 Feb 2021
Neural Prophet: https://github.com/ourownstory/neural_prophet
What are some alternatives?
darts - A python library for easy manipulation and forecasting of time series.
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.
sysidentpy - A Python Package For System Identification Using NARMAX Models
tslearn - A machine learning toolkit dedicated to time-series data
scikit-hts - Hierarchical Time Series Forecasting with a familiar API
Informer2020 - The GitHub repository for the paper "Informer" accepted by AAAI 2021.
d2l-en - Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
kafka-crypto-questdb - Using Kafka to track cryptocurrency price trends
Forecasting_Mutual_Funds - This Project gives you an overall idea for Forecasting Mutual Funds
Real-Time-Voice-Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time
query-selector - LONG-TERM SERIES FORECASTING WITH QUERYSELECTOR – EFFICIENT MODEL OF SPARSEATTENTION
flow-forecast - Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).