Prophet
EdenSCM
| Prophet | EdenSCM | |
|---|---|---|
| 226 | 23 | |
| 20,225 | 3,040 | |
| 0.4% | - | |
| 7.0 | 9.6 | |
| about 1 month ago | over 3 years ago | |
| Python | Rust | |
| MIT License | GNU General Public License v3.0 only |
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
- Google's 200M-parameter time-series foundation model with 16k context
- Prophet: Automatic Forecasting Procedure (2023)
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AI and Time Series Data: Harnessing the Power of Temporal Insights
As we prepare for the next phase in AI evolution, embracing decentralized approaches and synthetic data generation will be essential. Developers are encouraged to explore technologies like TensorFlow, Prophet, and platforms hosted on Ocean Protocol and License Token for further exploration. Additionally, more detailed discussions on these topics can be found in in-depth Dev.to posts such as Apache Mahout: A Deep Dive into Open Source Innovation and Funding Models.
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AI and Time Series Data: Harnessing Temporal Insights in a Digital Age
Emerging trends like decentralized data markets, synthetic time series generation, and enhanced NFT-based monetization models underline the vibrant future awaiting AI-driven predictive analytics. For developers and industry leaders, familiarizing yourself with tools like TensorFlow, Prophet, and Nixtla’s TimeGPT is crucial to stay ahead in this dynamic field.
- TimesFM (Time Series Foundation Model) for time-series forecasting
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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."
- prophet: NEW Data - star count:17116.0
- prophet: NEW Data - star count:17082.0
- Facebook Prophet: library for generating forecasts from any time series data
EdenSCM
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Meta releases Sapling, a new way of using source control
Kind of weird that https://github.com/facebookexperimental/eden (linked in mononoke) redirects to sapling. Does that mean it's replacing eden?
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We Put Half a Million Files in One Git Repository, Here’s What We Learned
Maybe at their scale it makes more sense to switch to a VCS like Eden? https://github.com/facebookexperimental/eden
Eden's equivalent of 'git status' should run almost instantaneous, as checkouts are hosted by a virtual file system (FUSE) that tracks changes.
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Fossil versus Git
Meta having moved on from Mercurial may be a factually true comment, but it looks like they still have fondness for Mercurial's ways:
https://github.com/facebookexperimental/eden
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Ask HN: What developer tools would you like to see?
> - A build system / package manager like Nix [1] but with a better user experience / more straightforward command-line tooling.
Working on it :)
> - A version control system which scales to petabytes or more. Something that I could put large video files in without thinking twice about it. Something a large company could use for their monorepo—or even their data warehouse.
https://github.com/facebookexperimental/eden
> A note-taking tool that allows me to organize notes in a graph with links between them
https://www.orgroam.com/
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Open Source Hacktivism, Open Source Gains Traction in the Enterprise, and More: Open Source Matters
Eden - a cross-platform, scalable source control management system from Meta.
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Hacker News top posts: Apr 13, 2022
Eden\ (202 comments)
- EdenSCM – A cross-platform, scalable source control management system open-sourced by Facebook
- Eden
- 伊甸园 (Eden)
What are some alternatives?
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
veloren - [mirror of https://gitlab.com/veloren/veloren] An open world, open source voxel RPG inspired by Dwarf Fortress and Cube World. This repository is a mirror. Please submit all PRs and issues on our GitLab page.
scikit-learn - scikit-learn: machine learning in Python
scalar - Scalar: A set of tools and extensions for Git to allow very large monorepos to run on Git without a virtualization layer
tensorflow - An Open Source Machine Learning Framework for Everyone
sturdy - 🐥 Sturdy is an open-source, real-time, version control platform for startups (https://getsturdy.com)