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Published directory entries matching your search.
Hypernets is a general AutoML framework for building automatic optimization tools for machine learning frameworks and libraries, including tensorflow, keras, pytorch, sklearn, lightgbm and xgboost. It offers an abstract search space representation covering hyperparameter optimization and neural architecture search, with optimization algorithms such as evolution algorithm and Monte Carlo tree search.
ImageFoo is an image optimizer that compresses images using advanced algorithms that detect and analyse images, then compresses them to a quality chosen by the user. Users drag or click to add images and hit optimize. It supports both Windows and Android devices and compresses multiple types of images.
A University of Maryland lecturer's page linking to notes and resources for mathematics and computer science courses, including calculus, differential equations, linear algebra, abstract algebra, number theory, and algorithms. It also offers standalone class notes applicable to multiple courses.
InstallForge is a free tool for creating setup packages for Windows. It uses a wizard-driven interface that requires no scripting knowledge, and its packages are distributed as single executable files built on a native setup engine. It supports multiple Windows versions, multilingual packages, customizable setup dialogs and several compression algorithms.
Objective-C version of Google Palette algorithm in Java.A tool to extract the main color of an image.
J Perm is a speedcubing tutorial site offering guides for solving 3x3, 2x2 and 4x4 cubes, including the CFOP method, blindfolded solving and one-handed techniques. It also provides algorithm trainers and sections on cube reviews, example solves and F2L algorithms.
jpdb is a Japanese dictionary and learning system for kanji and vocabulary. It automatically teaches the kanji needed to read new vocabulary and can extract words from pasted text. It offers thousands of prebuilt decks with vocabulary from anime, visual novels, light novels and web novels, and uses its own spaced repetition algorithm.
JpegMedic ARWE is a tool for automatic batch recovery of JPG files partially encrypted by ransomware. It offers two recovery modes, one requiring a non-damaged JPG file from the same camera and settings, and one using heuristic algorithms. It can also extract JPG thumbnails from encrypted RAW files. It is described as a smaller sibling of JpegMedic.
KerasTuner is a hyperparameter optimization framework for Keras. It provides a define-by-run syntax for configuring search spaces and includes Bayesian Optimization, Hyperband and Random Search algorithms. It requires Python 3.8+ and TensorFlow 2.0+.
KeySearch provides a free LSI keywords generator that accepts a keyword and returns semantically related keywords. The tool is described as using a basic LSI finding algorithm, while more in-depth LSI analysis is available with a KeySearch account.
Khroma is an AI-powered color tool for designers. It uses an algorithm trained on user-selected colors to generate palettes, and draws on popular human-made palettes to produce combinations. Palettes can be searched and filtered by hue, tint, value, color, and hex or RGB values, and saved to a collection.
JavaScript implementation of the k nearest neighbors algorithm for supervised learning.
Just a simple implementation of K-Nearest Neighbors algorithm using with a bunch of similarity measures.
Open-source project that provides machine-learning models, research, training resources, or evaluation tools.
lambda-ml is a small machine learning library written in Lisp, specifically Clojure, aimed at simple, concise implementations of machine learning techniques and utilities. It covers supervised algorithms such as neural networks, decision trees, ensemble methods, k-nearest neighbors, linear and logistic regression, naive Bayes and random forest, plus unsupervised methods including DBSCAN, hierarchical clustering, k-means and non-negative matrix factorization.
Lazyrecords is described as an algorithm-free music discovery tool for DJs and music lovers. It draws from Discogs and lists songs as YouTube videos, and users can create playlists, organize finds, follow other users and browse a Global Feed. The site states its core features are free.
Learn X in Y minutes is a community-driven site offering brief tours of programming languages, plus frameworks and libraries, tools, and algorithms and data structures. Language pages are available in numerous translations, including English, French, German, Spanish and Chinese.
An introductory machine learning course taught by Caltech Professor Yaser Abu-Mostafa, recorded from a live broadcast and available as a free online MOOC. It covers basic theory, algorithms and applications across 18 lectures, with homework sets and a final exam. Prerequisites are basic probability, matrices and calculus.
The Libra Toolkit is a collection of algorithms for learning and inference with discrete probabilistic models, including Bayesian networks, Markov networks, dependency networks, sum-product networks and arithmetic circuits. Each algorithm is implemented as a command-line program with consistent options and file formats, and all methods are written in OCaml.
LilyPond is a free music engraving program in the GNU Project that produces sheet music through text input. Its style settings, font designs and algorithms are inspired by hand-engraved music. It handles classical music, complex notation, tablature, vocal music, lead sheets and orchestral projects.
A language learning app that teaches the most frequently used words in context, aiming for understanding of most speech and text. It uses a custom spaced-repetition algorithm and linguistic analysis with neural networks, and is described as unlimited and ad-free. A web version is in beta.
Site that algorithmically generates royalty-free lofi hip-hop tracks for use as background music in streams and videos. The online player is free with no ads and no sign-up. High-quality audio files are sold in unique or curated track collections.
LoL Math is a free League of Legends build calculator and item optimizer. It analyzes runes, enemy team composition and playstyle to calculate builds for champions, and the site states its algorithm analyzes thousands of item combinations.
Machine Learning in MatLab/Octave is a collection of MatLab/Octave implementations of popular machine learning algorithms, including code examples and explanations of the associated mathematics. It covers supervised learning tasks such as regression and classification as well as unsupervised learning.
