data-centric-AI
A curated, but incomplete, list of data-centric AI resources. (by daochenzha)
Failed-ML
Compilation of high-profile real-world examples of failed machine learning projects (by kennethleungty)
data-centric-AI | Failed-ML | |
---|---|---|
4 | 1 | |
990 | 618 | |
- | - | |
4.5 | 5.2 | |
13 days ago | 2 months ago | |
- | MIT 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.
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.
data-centric-AI
Posts with mentions or reviews of data-centric-AI.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-27.
- Data quality could be the key behind GPT-4, not model
-
[R] Data-centric Artificial Intelligence: A Survey
Found relevant code at https://github.com/daochenzha/data-centric-AI + all code implementations here
- Data-centric AI resources
Failed-ML
Posts with mentions or reviews of Failed-ML.
We have used some of these posts to build our list of alternatives
and similar projects.
-
Rapporter på AI lösningar som blivit fel/misslyckats på något vis. Finns det några svenska exempel?
En relaterad databas/listor på misslyckade AI applikationer: https://github.com/kennethleungty/Failed-ML
What are some alternatives?
When comparing data-centric-AI and Failed-ML you can also consider the following projects:
data-centric-ai - Resources for Data Centric AI
ML-YouTube-Courses - 📺 Discover the latest machine learning / AI courses on YouTube.
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code - 500 AI Machine learning Deep learning Computer vision NLP Projects with code
BetaML.jl - Beta Machine Learning Toolkit
machine-learning-for-software-engineers - A complete daily plan for studying to become a machine learning engineer.
squirrel-core - A Python library that enables ML teams to share, load, and transform data in a collaborative, flexible, and efficient way :chestnut: