CortexTheseus
mllint
| CortexTheseus | mllint | |
|---|---|---|
| 3 | 3 | |
| 114 | 72 | |
| 0.0% | - | |
| 9.8 | 3.8 | |
| 3 days ago | almost 2 years ago | |
| Go | Go | |
| GNU Lesser General Public License v3.0 only | GNU General Public License v3.0 only |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
CortexTheseus
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New mining possibilities
I have been eyeing https://www.cortexlabs.ai/ - Their reddit isn't active but their Medium/Github is. They just released a new whitepaper.
- A.I. Crypto
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Join the discussion!
Running a Cortex Node (Cortex Github)
mllint
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[D] How to maintain ML models?
Finally, there is the mllint tool that I have been developing during my MSc thesis on Software Quality in ML projects. While still a research prototype, it can already analyse your project and may be able to provide you with practical recommendations on what tools & techniques to employ for several aspects of your ML project's development. Feel free to try it out on your project and let me know what you think of it!
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Last week fluff-free AI, ML, and data-related original articles summary
- OpenAI released an improved version of Codex - Command-line utility to evaluate the technical quality of ML projects written in Python - It takes a whole convolutional neural network with five to eight layers to approximate a single cortical neuron - MLOps Monitoring Market Review
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[P][R] Announcing `mllint` — a linter for ML project software quality.
Source: https://github.com/bvobart/mllint
What are some alternatives?
bittensor - Internet-scale Neural Networks
mlnotify - 🔔 No need to keep checking your training - just one import line and you'll know the second it's done.
VictoriaMetrics - VictoriaMetrics: fast, cost-effective monitoring solution and time series database
MLOps - MLOps examples
aqueduct - Aqueduct is no longer being maintained. Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
numberlink - Program for generating and solving numberlink / flow free puzzles
gorse - Gorse open source recommender system engine
PhotoPrism - AI-Powered Photos App for the Decentralized Web 🌈💎✨
awesome-seml - A curated list of articles that cover the software engineering best practices for building machine learning applications.
olivia - 💁♀️Your new best friend powered by an artificial neural network
dslinter - `dslinter` is a pylint plugin for linting data science and machine learning code. We plan to support the following Python libraries: TensorFlow, PyTorch, Scikit-Learn, Pandas and NumPy.