In practice, redoing that conda setup only takes a couple of minutes, and can be fully automated, eg using: https://
github.com/fastai/fastset
up/blob/master/setup-conda.sh
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Automating Conda Setup for FastAI Development Workflow
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Fixing Computer Issues: Python Environment and System Troubleshooting
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If something breaks on my computer, I fix it. Whether it's in my python env, or anywhere else, that's not a significant difference.
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Google Colab Resources for AI Machine Learning Deep Learning
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Google Colab https://
bit.ly/45YHmz3 #AI #MachineLearning #DeepLearning #LLMs #DataScience -
LLM Datasets Project Reaches 1000 Stars Milestone
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LLM datasets has reached over 1,000 stars It has a ton of high-quality datasets and tools for fine-tuning, data cleaning, generation, and exploration. I've been silently maintaining it over the past months. Special thanks to geronimi73, Bytes-Explorer, and euclaise for their
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Byte Supremacy: Western Dualism and Code Paradigms
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Has anyone (outside of a MD real band who used the term in 2016 which is quite impressive) coined the term, “byte supremacy?” Putting together thoughts on the paradigm of all things being compared to whiteness and realized western dualistic code could fit in this logic.
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Conda Base Environment Perfect for Projects and Teaching
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The conda base env is perfect for those. Having used it for all my projects, and most of my students using it too, it's been (on the whole) a delight to work with.
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Building Consistent Data Science Platforms for Students
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I discourage my data science students from using environments, docker containers, or anything like that for their work, but instead learn to create a great platform they can use consistently across all their projects.
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Integrated AI Working Environment Over Reproducibility
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Sure. For a scientist, financial analyst, etc, what you really want is your own beautifully curated working environment that you use every day for everything you do. You don't want reproducible. You want low friction, consistent, integrated, …
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Mambaforge vs Miniforge: libmamba now default in conda
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Not too much reason to use mambaforge over miniforge nowadays, since libmamba is default in conda now.