Machine Learning is the practice of using algorithms to parse data, learn insights from that data, and then make a determination or prediction.
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Category: Scientific
Machine Learning in Linux: Stability Matrix – Package Manager for Stable Diffusion
Stability Matrix is a multi-platform package manager and inference UI for AI image generation.
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ChemCanvas – 2D chemical drawing tool
ChemCanvas is a chemical drawing tool. You can draw organic chemical structures and reactions very easily and quickly.
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Lepton – Electronic Design Automation
Lepton EDA is a suite of software tools for designing electronics. It provides schematic capture, netlisting into over 30 netlist formats, and many other features.
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Horizon EDA – Electronic Design Automation package
Horizon EDA supports an integrated end-to-end workflow for printed circuit board design including parts management and schematic entry.
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element – periodic table on the command line
element shows the periodic table and more on the command line.
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DIYLC – circuit layout and schematic drawing tool
DIY Layout Creator (DIYLC) is a specialized software tool designed for hobbyists and electronics enthusiasts to create circuit layouts.
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Machine Learning in Linux: RMBG-2-Studio
RMBG-2-Studio is an enhanced background remove and replace app built around BRIA-RMBG-2.0.
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Machine Learning in Linux: DiffRhythm – AI song generation
DiffRhythm is billed as a blazingly fast and embarrassingly simple end-to-end full-length song generation with latent diffusion.
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cramino – BAM/CRAM quality evaluation
cramino is a tool for quick quality assessment of cram and bam files, intended for long read sequencing.
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Machine Learning in Linux: Pinokio – Easy Installation of AI Apps
Pinokio describes itself as a browser that lets you install, run, and manage server applications on your local machine.
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multiElement – alternative versions of the periodic table of chemical elements
multiElement offers complete encyclopedic information about each chemical element.
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P-Table – terminal TUI scientific program
P-Table is a beautiful TUI periodic table for Linux terminals coded in C with no extra dependencies.
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Machine Learning in Linux: Fooocus – image generating software
Fooocus is image generating software that allows users to only focus on text prompts to generate images. It works offline.
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GenomeTools – genome analysis software
The GenomeTools genome analysis system is a collection of bioinformatics tools (in the realm of genome informatics).
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Machine Learning in Linux: Jan – alternative to ChatGPT
Jan is a ChatGPT-alternative that runs 100% offline on your desktop. This is free and open source software.
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Genome Analysis Toolkit (GATK)
GATK is a genomic analysis toolkit focused on variant discovery.
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abPOA – adaptive banded Partial Order Alignment
abPOA is an extended version of Partial Order Alignment (POA) that performs adaptive banded dynamic programming (DP) with an SIMD implementation.
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AliView – alignment viewer and editor
AliView is an alignment viewer and editor for bioinformatics that aims to be one of the fastest and most intuitive to use.
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Machine Learning in Linux: Software Apps
This series looks at practical applications of machine learning from a Linux perspective. We feature free and open source software.
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