Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression. Learn more →
Aim Alternatives
Similar projects and alternatives to aim
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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pytorch-lightning
Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]
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wandb
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
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detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
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Sacred
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
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InfluxDB
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
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flyte
Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.
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ploomber
The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
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labml
🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
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modelstore
🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud storage provider.
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coddx-alpha
Todo Kanban Board manages tasks and save them as TODO.md - a simple plain text file.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
aim reviews and mentions
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Aim // LangChainAI integration
Track and explore your prompts like never before with the Aim // LangChainAI integration and the release of Text Explorer in Aim.
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OpenAI GPT-3.5 integration with Aim
I was experimenting with OpenAI’s new chat completion API and created a small app. It enables the ability to describe query and visualization for data tracked with Aim (an easy-to-use & supercharged open-source experiment tracker) by AimStack. With this you can group metrics by color just with a short sentence: color lines by run.hash
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Any MLOps platform you use?
Check out Aim: https://github.com/aimhubio/aim
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How easy is it to migrate from one MLOps tool to another? And what SaaS platform would you recommend?
Hi there. Disclaimer: I'm working on Aim. If you're looking for an experiment tracking tool, it might fit your needs: it's free, open-source and self-hosted. GitHub: https://github.com/aimhubio/aim Website: https://aimstack.io/ Would love to hear your feedback
- Looking for a tool to keep track of ML models
- Kubernetes for Data Science with Kubeflow
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Machine Learning experiment tracking library for Rust
Most run as separate server so there it doesn't really matter in which language they are written. I recently migrated to https://aimstack.io/ and think it's pretty awesome
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lightweight model performance tracking?
I find MLFlow to be super simple, but maybe look into Aim: https://github.com/aimhubio/aim
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[D] Why doesn’t your team use an experiment tracking tool?
Same! Neptune is great. I'm also keeping an eye on Aim which is a very similar open-source solution but not as mature as Neptune yet. I can't wait to switch to this one because Neptune gets kind of pricey if working in a team.
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Ghghfjhfjhgfjhgf
Hey r/MachineLearning !! I am Gev, co-author of Aim. Sharing with you the Aim v3.1 !!! The new version contains the following three notable changes: - Images Tracking and Explorer - Improved UI and backend performance - Better runs navigation Images tracking is a major item off of the roadmap(link) A short Aim UI Images explorer video: Code: https://github.com/aimhubio/aim Web: https://aimstack.io Release Notes: blog url Would love your feedback on our work. How can we make Aim better?
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A note from our sponsor - InfluxDB
www.influxdata.com | 1 Apr 2023
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aimhubio/aim is an open source project licensed under Apache License 2.0 which is an OSI approved license.