neural_prophet
kafka-crypto-questdb
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| neural_prophet | kafka-crypto-questdb | |
|---|---|---|
| 5 | 1 | |
| 3,621 | 58 | |
| - | - | |
| 8.8 | 1.7 | |
| 15 days ago | about 1 year ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
neural_prophet
- Facebook Prophet: library for generating forecasts from any time series data
- Time series analysis of Bitcoin price in Python with fbprophet ?!
- 14 September 2021 - Daily Chat Thread
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[D] Stock prediction using lstm(plz help)
NeuralProphet
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Financial time-series data forecasting - any other tools besides Prophet?
Neural Prophet: https://github.com/ourownstory/neural_prophet
kafka-crypto-questdb
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Realtime Crypto Tracker with Kafka and QuestDB
If you would like to analyze different cryptocurrencies or extend the simple moving average example with a more complicated algorithm like relative strength index analysis, feel free to fork the repo on Github
What are some alternatives?
darts - A python library for user-friendly forecasting and anomaly detection on time series.
arctic - High performance datastore for time series and tick data
scikit-hts - Hierarchical Time Series Forecasting with a familiar API
questdb-slack-grafana-alerts - Example code for a tutorial for sending Slack alerts based on market data streamed to QuestDB
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.
kafka-crypto - Using Kafka to track cryptocurrency price trends [Moved to: https://github.com/Yitaek/kafka-crypto-questdb]
orbit - A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
tslearn - The machine learning toolkit for time series analysis in Python
Prophet - Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
QuestDB - An open source time-series database for fast ingest and SQL queries
sysidentpy - A Python Package For System Identification Using NARMAX Models
Informer2020 - The GitHub repository for the paper "Informer" accepted by AAAI 2021.