A build system for data science pipelines. It can build model artifacts from version controlled data and code, keep track of dependencies and rerun the necessary parts of the pipeline upon changes.
What's the difference between this Python project and similar ones?
You can version both code and data simultaneously.
Intermediate data, model files, test results are all build targets.
Build target version hashcodes are precomputed from the dependencies and all results are cached, so Prodmodel only executes what's strictly necessary.
--
Anyone who agrees with this pull request could vote for it by adding a 👍 to it, and usually, the maintainer will merge it when votes reach 20.
🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.
## 📋 Pull Request Information
**Original PR:** https://github.com/vinta/awesome-python/pull/1302
**Author:** [@gsvigruha](https://github.com/gsvigruha)
**Created:** 6/12/2019
**Status:** ❌ Closed
**Base:** `master` ← **Head:** `patch-1`
---
### 📝 Commits (1)
- [`cbeed79`](https://github.com/vinta/awesome-python/commit/cbeed7998d1cd51a0019b799931638adebf9870a) Add Prodmodel
### 📊 Changes
**1 file changed** (+1 additions, -0 deletions)
<details>
<summary>View changed files</summary>
📝 `README.md` (+1 -0)
</details>
### 📄 Description
## What is this Python project?
A build system for data science pipelines. It can build model artifacts from version controlled data and code, keep track of dependencies and rerun the necessary parts of the pipeline upon changes.
## What's the difference between this Python project and similar ones?
* You can version both code and data simultaneously.
* Intermediate data, model files, test results are all build targets.
* Build target version hashcodes are precomputed from the dependencies and all results are cached, so Prodmodel only executes what's strictly necessary.
--
Anyone who agrees with this pull request could vote for it by adding a :+1: to it, and usually, the maintainer will merge it when votes reach **20**.
---
<sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>
Blocking a user prevents them from interacting with repositories, such as opening or commenting on pull requests or issues. Learn more about blocking a user.
📋 Pull Request Information
Original PR: https://github.com/vinta/awesome-python/pull/1302
Author: @gsvigruha
Created: 6/12/2019
Status: ❌ Closed
Base:
master← Head:patch-1📝 Commits (1)
cbeed79Add Prodmodel📊 Changes
1 file changed (+1 additions, -0 deletions)
View changed files
📝
README.md(+1 -0)📄 Description
What is this Python project?
A build system for data science pipelines. It can build model artifacts from version controlled data and code, keep track of dependencies and rerun the necessary parts of the pipeline upon changes.
What's the difference between this Python project and similar ones?
--
Anyone who agrees with this pull request could vote for it by adding a 👍 to it, and usually, the maintainer will merge it when votes reach 20.
🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.