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An open API service indexing awesome lists of open source software.

Deep-Learning-Guide

Deep learning Guide.
https://github.com/mikeroyal/Deep-Learning-Guide

Last synced: 9 days ago
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Autodesk Learning Resources

Autodesk Tools and Frameworks

Bioinformatics Learning Resources

Bioinformatics Tools, Libraries, and Frameworks

  • Bioconductor - throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, and an active user community. Bioconductor is also available as an AMI (Amazon Machine Image) and Docker images.
  • Bioconda
  • UniProt - quality and freely accessible set of protein sequences annotated with functional information.
  • Bowtie 2 - efficient tool for aligning sequencing reads to long reference sequences. It is particularly good at aligning reads of about 50 up to 100s or 1,000s of characters, and particularly good at aligning to relatively long (mammalian) genomes.
  • Biopython
  • BioRuby
  • BioJava
  • BioPHP
  • Avogadro - platform use in computational chemistry, molecular modeling, bioinformatics, materials science, and related areas. It offers flexible high quality rendering and a powerful plugin architecture.
  • Ascalaph Designer
  • Anduril - thoughput data in biomedical research, and the platform is fully extensible by third parties. Ready-made tools support data visualization, DNA/RNA/ChIP-sequencing, DNA/RNA microarrays, cytometry and image analysis.
  • Galaxy - based platform for accessible, reproducible, and transparent computational biomedical research. It allows users without programming experience to easily specify parameters and run individual tools as well as larger workflows. It also captures run information so that any user can repeat and understand a complete computational analysis.
  • PathVisio - source pathway analysis and drawing software which allows drawing, editing, and analyzing biological pathways. It is developed in Java and can be extended with plugins.
  • Orange
  • Basic Local Alignment Search Tool
  • OSIRIS - domain, free, and open source STR analysis software designed for clinical, forensic, and research use, and has been validated for use as an expert system for single-source samples.
  • NCBI BioSystems
  • Fuzzy logic - tree processing and better integration with rules-based programming.
  • ResearchGate
  • Support Vector Machine (SVM) - group classification problems.
  • OpenClipArt
  • Convolutional Neural Networks (R-CNN)
  • CS231n
  • Slideteam
  • DeepAI
  • wikimedia
  • Decision trees - structured models for classification and regression.
  • CMU
  • Naive Bayes - theorem.html) with strong independence assumptions between the features.
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  • Anduril - thoughput data in biomedical research, and the platform is fully extensible by third parties. Ready-made tools support data visualization, DNA/RNA/ChIP-sequencing, DNA/RNA microarrays, cytometry and image analysis.
  • IBM
  • Recurrent neural networks (RNNs)
  • Random forest - used machine learning algorithm, which combines the output of multiple decision trees to reach a single result. A decision tree in a forest cannot be pruned for sampling and therefore, prediction selection. Its ease of use and flexibility have fueled its adoption, as it handles both classification and regression problems.
  • Support Vector Machine (SVM) - group classification problems.
  • Anduril - thoughput data in biomedical research, and the platform is fully extensible by third parties. Ready-made tools support data visualization, DNA/RNA/ChIP-sequencing, DNA/RNA microarrays, cytometry and image analysis.
  • Galaxy - based platform for accessible, reproducible, and transparent computational biomedical research. It allows users without programming experience to easily specify parameters and run individual tools as well as larger workflows. It also captures run information so that any user can repeat and understand a complete computational analysis.

C/C++ Learning Resources

viii. Linear Regression

C/C++ Tools and Frameworks

viii. Linear Regression

  • AWS SDK for C++
  • Visual Studio - rich application that can be used for many aspects of software development. Visual Studio makes it easy to edit, debug, build, and publish your app. By using Microsoft software development platforms such as Windows API, Windows Forms, Windows Presentation Foundation, and Windows Store.
  • Visual Studio Code
  • ReSharper C++
  • AppCode - fixes to resolve them automatically. AppCode provides lots of code inspections for Objective-C, Swift, C/C++, and a number of code inspections for other supported languages. All code inspections are run on the fly.
  • CLion - platform IDE for C and C++ developers developed by JetBrains.
  • Code::Blocks
  • Conan
  • High Performance Computing (HPC) SDK
  • Boost - edge C++. Boost has been a participant in the annual Google Summer of Code since 2007, in which students develop their skills by working on Boost Library development.
  • Automake
  • Cmake - source, cross-platform family of tools designed to build, test and package software. CMake is used to control the software compilation process using simple platform and compiler independent configuration files, and generate native makefiles and workspaces that can be used in the compiler environment of your choice.