Top 3 Python experimentation Projects
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uptrain
UpTrain is an open-source unified platform to evaluate and improve Generative AI applications. We provide grades for 20+ preconfigured checks (covering language, code, embedding use-cases), perform root cause analysis on failure cases and give insights on how to resolve them.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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sigopt-server
Open Source version of SigOpt API, performing hyperparameter optimization and visualization
You can create an account with UpTrain and generate the API key for free. Please visit https://uptrain.ai/
Project mention: Train to 94% on CIFAR-10 in 3.29 seconds on a single A100 | news.ycombinator.com | 2024-04-04A training speed project building on https://github.com/tysam-code/hlb-CIFAR10 to reach faster times
Python experimentation related posts
Index
What are some of the best open-source experimentation projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | uptrain | 2,015 |
| 2 | hlb-CIFAR10 | 1,188 |
| 3 | sigopt-server | 33 |
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