Giskard provides interfaces for AI & Business teams to evaluate and test ML models through automated tests and collaborative feedback from all stakeholders.
Giskard speeds up teamwork to validate ML models and gives you peace of mind to eliminate risks of regression, drift and bias before deploying ML models to production.
The people at iterative.ai are special.
Its hard to describe quickly, but if you're a potential client or employee--you could easily go your entire career unaware that groups like this exist.
Their tools (like DVC) are exceptional, but I write this review because one need only interact with the people there to understand why they're execptional.
The culture there is one that can only exist when the founding talent is top-tier. The experience you'll have, though, is so much more than that.
Recommend whole-heatedly.
Based on our record, Iterative.ai should be more popular than Giskard.ai. It has been mentiond 6 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
Giskard - Testing framework for ML models| Multiple roles | Full-time | France | https://giskard.ai/ We are building the first collaborative & open-source Quality Assurance platform for all ML models - including Large Language Models. Founded in 2021 in Paris by ex-Dataiku engineers, we are an emerging player in the fast-growing market of AI Quality & Safety. Giskard helps Data Scientists & ML Engineering teams... - Source: Hacker News / 7 months ago
Hi! I’ve been working on this automatic scanner for ML models to detect issues like underperforming data slices, overconfidence in predictions, robustness problems, and others. It supports all main Python ML frameworks (sklearn, torch, xgboost, …) and integrates with the quality assurance solution we are building at Giskard AI (https://giskard.ai) to systematically test models before putting them in production. It... - Source: Hacker News / 11 months ago
Giskard | R&D (multiple roles) | Full-time | Paris, France | https://giskard.ai/ We are building the first collaborative & open-source Quality Assurance platform for all AI models. Founded in 2021 in Paris (France) by ex-Dataiku engineers, we are an emerging player in the new market of AI Quality. Giskard helps AI & Business teams collaborate to evaluate & test AI models. We help organizations increase the... - Source: Hacker News / about 1 year ago
PyDrive2 is am open-source python package maintained by the awesome people at Iterative. And it is very easy to install:. - Source: dev.to / about 1 year ago
These three are made by Iterative.ai, and seem like very clean implementations of MLOps tooling - especially if you aren't dealing with massive data. https://iterative.ai/. Source: about 1 year ago
For what it's worth. (Full disclosure: I'm the community manager at Iterative (DVC,et.al.) Just wanted to make you aware of our online course (free) that we created specifically for Data Scientists (https://learn.iterative.ai). We know that bridging the gap between prototype to production/ jupyter notebook to reproducible/software engineering compatible, is a challenge. That's why we created the course. To also... Source: over 1 year ago
What do you think of iterative.ai tools like dvc or cml? I have no direct experience, but I am looking at setting up something similar to what you need for a personal project. Source: almost 2 years ago
Hey all, we (at iterative.ai) are launching TPI - Terraform Provider Iterative https://github.com/iterative/terraform-provider-iterative. Source: about 2 years ago
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