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Jakub Białekleft a comment
Hey, Jakub here, research data scientist at Nanny! Over a year ago, when I found out that NannyML is trying to estimate performance of ML models without having targets I was pretty sure it’s impossible so I quit my job and joined them. I was proven wrong when we came up with CBPE that estimates performance of classification models without ground truth. Now we have a completely different (yet...
NannyML Regression v0.8.0OSS Python library for detecting silent ML model failure
Detecting silent model failure. NannyML estimates performance for regression and classification models using tabular data. Alerts you when and why it changed. It is the only open-source library capable of fully capturing the impact of data drift on performance
NannyML Regression v0.8.0OSS Python library for detecting silent ML model failure
Jakub Białekleft a comment
Hey, Jakub here, research data scientist at Nanny. Over a year ago, when I found out that NannyML is trying to estimate performance of ML models without having targets I was pretty sure it’s impossible so I quit my job and joined them (alright, the order was different and there was a thorough recruitment process, but you get the point!). During this year, we ran hundreds of numerical and...
NannyMLOSS Python library for detecting silent ML model failure
NannyML estimates real-world model performance (without access to targets) and alerts you when and why it changed. The performance estimation algorithm, confidence-based performance estimation (CBPE), was researched by core contributors.
NannyMLOSS Python library for detecting silent ML model failure
Jakub Białekleft a comment
Nice! Educating people on how bad smartphones and pointless scrolling are to their health is always a good thing. I saw some other similar apps and even used some some time ago (can't remember the name now). What are the things that make you stand out?
ZarioDigital balance, one challenge at a time