dvclive vs advent-of-code-flink-paimon

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dvclive		advent-of-code-flink-paimon
	Project
5	Mentions	2
153	Stars	4
2.0%	Growth	-
8.9	Activity	4.9
9 days ago	Latest Commit	6 months ago
Python	Language	Dockerfile
Apache License 2.0	License	-

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.

dvclive

Posts with mentions or reviews of dvclive. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-15.

First 15 Open Source Advent projects
16 projects | dev.to | 15 Dec 2023

10. DVC by Iterative | Github | tutorial
Log and track ML metrics, parameters, models with Git and DVC
1 project | news.ycombinator.com | 20 May 2023
[P] Extension for VS Code to track ML experiments
2 projects | /r/MachineLearning | 14 Jun 2022

There is no designated way to dump metrics. In the case of data for plots, we have a simple logger that might help: https://github.com/iterative/dvclive
Show HN: DVC Studio – Git-Based ML Experiments Management
1 project | news.ycombinator.com | 4 Jun 2021

DVC has metrics logger similar to other experiment management tool: https://github.com/iterative/dvclive/
Also, metrics & params section of the docs explains this (but yes, it is not perfect yet): https://dvc.org/doc/start/metrics-parameters-plots

advent-of-code-flink-paimon

Posts with mentions or reviews of advent-of-code-flink-paimon. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-15.

First 15 Open Source Advent projects
16 projects | dev.to | 15 Dec 2023

7. Apache Flink | Github | tutorial
FLaNK Stack Weekly 11 Dec 2023
31 projects | dev.to | 11 Dec 2023

What are some alternatives?

When comparing dvclive and advent-of-code-flink-paimon you can also consider the following projects:

phoenix - AI Observability & Evaluation

dvc - 🦉 ML Experiments and Data Management with Git

pytest-visual - A visual testing framework for ML with automated change detection

trulens - Evaluation and Tracking for LLM Experiments

label-studio - Label Studio is a multi-type data labeling and annotation tool with standardized output format

ydata-profiling - 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

Apache Flink - Apache Flink

OpenLLM - Run any open-source LLMs, such as Llama 2, Mistral, as OpenAI compatible API endpoint in the cloud.

microhttp - Fast, scalable, self-contained, single-threaded Java web server

llama_index - LlamaIndex is a data framework for your LLM applications

LocalAI - :robot: The free, Open Source OpenAI alternative. Self-hosted, community-driven and local-first. Drop-in replacement for OpenAI running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more models architectures. It allows to generate Text, Audio, Video, Images. Also with voice cloning capabilities.