OpenFilter
awesome-data-centric-ai
| OpenFilter | awesome-data-centric-ai | |
|---|---|---|
| 1 | 7 | |
| 5 | 304 | |
| - | 1.6% | |
| 0.8 | 3.2 | |
| about 1 year ago | 5 months ago | |
| Jupyter Notebook | Jupyter Notebook | |
| - | MIT License |
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OpenFilter
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[P] Trying to create Ar Filter
Im trying to create a Ar Filter using FairFace( https://www.kaggle.com/datasets/aibloy/fairface) dataset. I couldnt find anything useful to implement. OpenFilter(https://github.com/ellisalicante/OpenFilter) is one of the things done before but i coulnt find to implement with a model. Does anyone know where should i start with ?
awesome-data-centric-ai
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Thoughts: Continue current degree with one year left, or start anew with degree apprenticeship
I would finish the degree anyway. It's only one year left. If teachers miss classes, I would disregard that and try to learn on my own, and then yes, I would move on to an internship (or even do It at the same time if it's possible). If you like, come as meet us at the Data-Centric AI Community and we can do some projects together :)
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Data science projects
Definitely a lot of growth in the AI space, and it will evolve rapidly in the next few years. There several paid propositions at the Data-Centric AI Community discord, check them out.
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I absolutely hate my internship
2: Tbh, quit (?) We have open jobs at the Data-Centric AI Community. Bonus points: you can vent there as much as you want
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Prioritise Data Science Projects
Let me invite you to the Data-Centric AI Community we have several code along sessions and projects and a lot of beginners that are starting to learn DS that you can connect with.
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Imbalanced data
If you need specific help with your project you can find me at the Data-Centric AI Community and we'll be happy to take a look and give you some tips to move forward :)
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Building my first Porfolio
You can share with us your progress on the Data-Centric AI Community and ask someone to review it, we often do that with CVs as well and help each other out.
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[Q] How to generate synthetic dataset for anomaly detection?
Maybe you can use a synthetic data generator and use your current dataset as input? I believe there are a lot of GAN-based models for this purpose out there. The ones listed on https://github.com/Data-Centric-AI-Community/awesome-data-centric-ai are mostly focused on structured data, but I'm sure there are similar packages for images.
What are some alternatives?
goodreads - code samples for the goodreads datasets
ydata-synthetic - Synthetic data generators for tabular and time-series data
hyperlearn - 2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
machine_learning_complete - A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
google-research - Google Research
walkalongs - Resources and solutions of various technologies that I am currently learning
image-crop-analysis - Code for reproducing our analysis in the paper titled: Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency
DataScienceProjects
datasets - 🎁 5,400,000+ Unsplash images made available for research and machine learning
Portfolio
fullnamematchscore-go - Generates a match score of two person names from 0-100, where 100 is the highest, on how closely two individual full names match. The scoring is based on a series of tests, algorithms, AI, and an ever-growing body of Machine Learning-based generated knowledge
awesome-generative-ai-companies - A curated list of Gеnerative AI companies, sorted by focus area and total fundraised amount.