Computer Science
7,622 items in 38 lists
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Machine Learning Bookcamp manning.com
A project-based introduction to building and deploying machine learning systems by Alexey Grigorev.
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Grokking Machine Learning manning.com
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Clever Algorithms For Machine Learning machinelearningmastery.com
about helping professional programmers confidently apply machine learning algorithms to address complex problems.
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mexopencv kyamagu.github.io
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igraph igraph.org
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igraph igraph.org
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guild.ai guild.ai
Task runner and package manager for TensorFlow
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Coach github.com
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Speedster github.com
Automatically apply SOTA optimization techniques to achieve the maximum inference speed-up on your hardware.
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A gallery of interesting IPython notebooks github.com
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Apache cTAKES ctakes.apache.org
paper - code - A system for processing the text in electronic medical records. Widely used and open source.
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Weka cs.waikato.ac.nz
suite of machine learning software.
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CodeFlash.AI codeflash.ai
Ship Blazing-Fast Python Code — Every Time.
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CatalyzeX chrome.google.com
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Amazon AWS aws.amazon.com
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Coursera Natural Language Processing Specialization coursera.org
Teaches how to use machine learning to understand and manipulate human language. It requires a working knowledge of machine learning, intermediate Python experience including DL frameworks & proficiency in calculus, linear algebra, & statistics.
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Coursera Deep Learning Specialization coursera.org
New series of 5 Deep Learning courses by Andrew Ng, now with Python rather than Matlab/Octave, and which leads to a specialization certificate.
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Congressional Stock Brain congressionalstockbrain.com
Free AI-powered tool that scores U.S. congressional STOCK Act trade disclosures by significance. Machine-scored signals from 537 lawmakers's public trade filings.
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Chain of Thought chainofthought.show
Interviews with AI and data infrastructure leaders on building production systems.
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CatBoost catboost.ai
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BGPT MCP bgpt.pro
MCP server that gives AI agents access to a database of scientific papers built from raw experimental data extracted from full-text studies. Returns 25+ structured fields per paper including methods, results, sample sizes, and quality scores. GitHub
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aws.amazon.com/datasets aws.amazon.com
Amazon public datasets.
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UC Irvine Machine Learning Repository archive.ics.uci.edu
contains data sets good for machine learning
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Everyday Data Science amazon.com
& (cheaper PDF version)
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Academic Torrents academictorrents.com
Sharing enormous datasets.
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Yann Lecun yann.lecun.com
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CS 156 work.caltech.edu
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Textbook web.stanford.edu
A free textbook with slides, exercises, code, and course material by Stephen Boyd and Lieven Vandenberghe.
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CS 223A see.stanford.edu
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6.006 ocw.mit.edu
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Lecture Videos mmds.org
free e-book comprehended by an online course
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Textbook mitpress.mit.edu
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fantastic blog matt.might.net
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CS 473/573 jeffe.cs.illinois.edu
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CS 231n cs231n.stanford.edu
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CS 224d cs224d.stanford.edu
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CS 109 cs109.github.io
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CS 287 cs.berkeley.edu
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book algorist.com
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CS 188 ai.berkeley.edu
, Lecture Videos, 2
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An Overview of Cryptography garykessler.net
“This paper has two major purposes. The first is to define some of the terms and concepts behind basic cryptographic methods, and to offer a way to compare the myriad cryptographic schemes in use today. The second is to provide some real examples of cryptography in use today.”
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Global Biodiversity Information Facility (GBIF) gbif.org
Open access to biodiversity data.
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FusionCharts fusioncharts.com
Charting library with a strong maps component.
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Manning manning.com
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gitingest gitingest.com
Turn any Git repository into a simple text digest of its codebase. This is useful for feeding a codebase into any LLM.
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Web Cryptography API draft w3.org
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Pa11y - automated accessibility testing pa11y.org
Automated accessibility testing tool that runs HTML CodeSniffer or axe-core from the command line. Supports CI/CD integration, multiple reporters, and testing against WCAG 2.1 AA standards.
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Software Foundations softwarefoundations.cis.upenn.edu
Series of Coq-based textbooks on logic, functional programming, and foundations of programming languages, aimed at being accessible to beginners.
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Formal Reasoning About Programs adam.chlipala.net
Book that simultaneously provides a general introduction to formal logical reasoning about the correctness of programs and to using Coq for this purpose.
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Q# Community qsharp.community
Community contributed libraries, projects, and demos for the Q# language.
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