Prophet
VuePress
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Prophet | VuePress | |
---|---|---|
221 | 44 | |
17,652 | 22,284 | |
1.3% | 0.5% | |
6.7 | 4.1 | |
10 days ago | 8 days ago | |
Python | JavaScript | |
MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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.
Prophet
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Moirai: A Time Series Foundation Model for Universal Forecasting
https://facebook.github.io/prophet/
"Prophet is a procedure for forecasting time series data based on an additive model where non-linear trends are fit with yearly, weekly, and daily seasonality, plus holiday effects. It works best with time series that have strong seasonal effects and several seasons of historical data. Prophet is robust to missing data and shifts in the trend, and typically handles outliers well."
- Facebook Prophet: library for generating forecasts from any time series data
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Complete: D214 - MSDA Capstone
My rescue came from discovering some of the alternatives to ARIMA/SARIMA, which was the extent of what we had covered for time series data. A series of searches eventually led me to some automated time series analysis packages, one of which was Prophet, an open source time series package released by Facebook's core data science team. This was a life saver, being a much more efficient and more effective forecasting tool than sloooowly iterating through ARIMA/SARIMA models that seemed to want to fight with me. If you're going to do a time series analysis for your capstone, I strongly suggest taking a look at using Prophet.
- Dec 12, 2022 FLiP Stack Weekly
- Ask HN: Data Scientists, what libraries do you use for timeseries forecasting?
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[D] Time Series Question
Prophet
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LSTM/CNN architectures for time series forecasting[Discussion]
Prophet
- Eden
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Predição de ações na bolsa de valores com Python e Facebook Prophet
Prophet: Automação preditiva.
- Time series analysis of Bitcoin price in Python with fbprophet ?!
VuePress
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Free project idea - documentation framework!
VuePress - when I searched if it's supporting what I want (conditional rendering), the first result is a bug issue opened 4 years ago, so it doesn't seem to be a good option.
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Using links in markdown to navigate files through directories.
I'm new to IA Writer, and I'm wanting to use it to draft posts for my Vuepress site.
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Create a Static Site using VitePress for Beautiful Help Documentation
VitePress is listed in the documents as VuePress' little brother, and it is built on top of Vite. For those that don't know Vite is a build tool that aims to provide a faster and leaner development experience for modern web projects so it might sense to pair it with a static site generator such as VitePress. One of the original problems with VuePress was that it was a Webpack app and it took a lot of time to spin up a dev server for just a simple doc. VitePress solves these problems with nearly instant server start, an on-demand compilation that only compiles the page being served, and lightning-fast HMR. Let's get started!
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10+ Must Use Static Site Generator 2022
VuePress
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Do you use Vue for smaller static sites?
Definitely check out Vuepress for smaller static sites. We use it to publish our tutorials
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Getting Tailwind to Work with Elm Book
Trying to help build a design system at work in my spare time; no clue if it will go anywhere but it’s fun regardless. I asked the Elm Slack group what the equivalent of React Storybook. Specifically, I wanted a way to build a documentation website like Vuepress with the ability to host native Elm code to showcase components. They pointed me to Elm Book. While Elm Book has built-in theming capabilities, I needed CSS control over my components. While they support elm-css, I wanted the ability to use TailwindCSS. The Elm libraries haven’t kept up with Tailwind’s changes, which is fine; writing raw Tailwind CSS on Elm HTML functions is easy and co-located with the component you’re styling.
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How to Collect Documentation Statistics in Vuepress
Vuepress is a minimalistic static site generator with a Vue-powered theming system and a default theme that has been optimized for writing technical documentation.
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Vue 3 comp api autogenerated component docs
You can use auto-import or Vue-Press. You can reference my-project using the auto-import plugin
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Easy Way to Integrate Algolia to VuePress Application
This parameter is default and there is a issue.
What are some alternatives?
tensorflow - An Open Source Machine Learning Framework for Everyone
darts - A python library for user-friendly forecasting and anomaly detection on time series.
scikit-learn - scikit-learn: machine learning in Python
xgboost - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
greykite - A flexible, intuitive and fast forecasting library
Docusaurus - Easy to maintain open source documentation websites.
MLflow - Open source platform for the machine learning lifecycle
Keras - Deep Learning for humans
sktime - A unified framework for machine learning with time series
pytorch-forecasting - Time series forecasting with PyTorch
MkDocs - Project documentation with Markdown.
typedoc - Documentation generator for TypeScript projects.