System-intelligence Alternatives
Similar projects and alternatives to system-intelligence based on common topics and language
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mlf-core
CPU and GPU deterministic and therefore fully reproducible machine learning pipelines using MLflow.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better system-intelligence alternative or higher similarity.
system-intelligence reviews and mentions
Posts with mentions or reviews of system-intelligence.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-02-23.
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your ML workflow?
mlf-core provides CPU and GPU deterministic project templates. Hence, when you are using a mlf-core template you can be sure that you always get the bit exact same results given the same hardware. mlf-core ensures this by tracking all parameters and metrics with MLflow, tracking all hardware with system-intelligence, containerizing the environment with Conda and MLflow and the final spicy ingredient: mlf-core lint. This custom static code analyzer evaluates your code for two things: 1. You are forcing deterministic algorithms. Pytorch and Tensorflow use non-deterministic algorithms by default, but there ways to force part of them to behave 2. You are NOT using non-deterministic algorithms. If any of those are found mlf-core lint will alert you and tell you which function in which file and line violates determinism. You can then replace this method with a deterministic workaround.
Stats
Basic system-intelligence repo stats
1
7
0.0
about 1 year ago
mlf-core/system-intelligence is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.
The primary programming language of system-intelligence is Python.
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