Magic Tools

Terrain Generators   Artifex Terra  - Terrain editor for easy and sophisticated landscape painting and editing   Canyon Terrain Editor  - Create quality, realistic terrain quickly and intuitively   Fracplanet  - Fractal planet and terrain generator   Nem TG  - 3D terrain generator   World Machine  - Procedural terrain creation, simulations of nature, and interactive editing Modeling   Blender   MakeHuman   sculptris   Maya   3ds Max   modo   Clara.io Terrain Generators   Artifex Terra  - Terrain editor for easy and sophisticated landscape painting and editing   Canyon Terrain Editor  - Create quality, realistic terrain quickly and intuitively   Fracplanet  - Fractal planet and terrain generator   Nem TG  - 3D terrain generator   World Machine  - Procedural terrain creation, simulations of nature, and interactive editing ...

General-Purpose Machine Learning Convnet.js  - ConvNetJS is a Javascript library for training Deep Learning models[DEEP LEARNING] Clusterfck  - Agglomerative hierarchical clustering implemented in Javascript for Node.js and the browser. Clustering.js  - Clustering algorithms implemented in Javascript for Node.js and the browser. Decision Trees  - NodeJS Implementation of Decision Tree using ID3 Algorithm. DN2A  - Digital Neural Networks Architecture. figue  - K-means, fuzzy c-means and agglomerative clustering. Gaussian Mixture Model  - Unsupervised machine learning with multivariate Gaussian mixture model. Node-fann  - FANN (Fast Artificial Neural Network Library) bindings for Node.js Keras.js  - Run Keras models in the browser, with GPU support provided by WebGL 2. Kmeans.js  - Simple Javascript implementation of the k-means algorithm, for node.js and the browser. LDA.js  - LDA topic modeling for Node.js Learning.js...

Natural Language Processing Cortical.io  - Retina: an API performing complex NLP operations (disambiguation, classification, streaming text filtering, etc...) as quickly and intuitively as the brain. IRIS  -  Cortical.io's  FREE NLP, Retina API Analysis Tool (written in JavaFX!) -  See the Tutorial Video . CoreNLP  - Stanford CoreNLP provides a set of natural language analysis tools which can take raw English language text input and give the base forms of words. Stanford Parser  - A natural language parser is a program that works out the grammatical structure of sentences. Stanford POS Tagger  - A Part-Of-Speech Tagger (POS Tagger). Stanford Name Entity Recognizer  - Stanford NER is a Java implementation of a Named Entity Recognizer. Stanford Word Segmenter  - Tokenization of raw text is a standard pre-processing step for many NLP tasks. Tregex, Tsurgeon and Semgrex  - Tregex is a utility for matching patterns in trees, b...

General-Purpose Machine Learning machine  - Simple machine learning algorithm. crystal-fann  - FANN (Fast Artifical Neural Network) binding. General-Purpose Machine Learning Simple Bayes  - A Simple Bayes / Naive Bayes implementation in Elixir. Natural Language Processing Stemmer  - An English (Porter2) stemming implementation in Elixir. General-Purpose Machine Learning Disco  - Map Reduce in Erlang. Yanni  - ANN neural networks using Erlangs leightweight processes.

General-Purpose Machine Learning mgl  - Neural networks (boltzmann machines, feed-forward and recurrent nets), Gaussian Processes. mgl-gpr  - Evolutionary algorithms. cl-libsvm  - Wrapper for the libsvm support vector machine library. cl-online-learning  - Online learning algorithms (Perceptron, AROW, SCW, Logistic Regression). cl-random-forest  - Implementation of Random Forest in Common Lisp. Natural Language Processing Clojure-openNLP  - Natural Language Processing in Clojure (opennlp). Infections-clj  - Rails-like inflection library for Clojure and ClojureScript. General-Purpose Machine Learning Touchstone  - Clojure A/B testing library. Clojush  - The Push programming language and the PushGP genetic programming system implemented in Clojure. Infer  - Inference and machine learning in Clojure. Clj-ML  - A machine learning library for Clojure built on top of Weka and friends. DL4CLJ  - Clojure wrappe...

Natural Language Processing BLLIP Parser  - BLLIP Natural Language Parser (also known as the Charniak-Johnson parser). colibri-core  - C++ library, command line tools, and Python binding for extracting and working with basic linguistic constructions such as n-grams and skipgrams in a quick and memory-efficient way. CRF++  - Open source implementation of Conditional Random Fields (CRFs) for segmenting/labeling sequential data & other Natural Language Processing tasks. CRFsuite  - CRFsuite is an implementation of Conditional Random Fields (CRFs) for labeling sequential data. frog  - Memory-based NLP suite developed for Dutch: PoS tagger, lemmatiser, dependency parser, NER, shallow parser, morphological analyzer. libfolia  - C++ library for the  FoLiA format MeTA  -  MeTA : ModErn Text Analysis  is a C++ Data Sciences Toolkit that facilitates mining big text data. MIT Information Extraction Toolkit  - C, C++, and Python ...

List of awesome Machine Learning frameworks, libraries and software. General-Purpose Machine Learning BanditLib  - A simple Multi-armed Bandit library. Caffe  - A deep learning framework developed with cleanliness, readability, and speed in mind. [DEEP LEARNING] CatBoost  - General purpose gradient boosting on decision trees library with categorical features support out of the box. It is easy to install, contains fast inference implementation and supports CPU and GPU (even multi-GPU) computation. CNTK  - The Computational Network Toolkit (CNTK) by Microsoft Research, is a unified deep-learning toolkit that describes neural networks as a series of computational steps via a directed graph. CUDA  - This is a fast C++/CUDA implementation of convolutional [DEEP LEARNING] CXXNET  - Yet another deep learning framework with less than 1000 lines core code [DEEP LEARNING] DeepDetect  - A machine learning API and server written in C++11. It makes sta...

General Game Development   Coursera: Beginning Game Programming with C#   Coursera: Introduction to interactive Python programming   HandmadeHero: making 2D game from scratch   Khan Academy: Advanced JS: Games & Visualizations   Simple HTML5 Canvas Game   miloyip/game-programmer  A Study Path for Game Programmer    TheChernoProject   Udacity: HTML5 Game Development Computer Graphics   Interactive 3D Graphics   Interactive Computer Graphics

Collections   Free Game Sounds  - Archive of all kinds of royalty-free game sounds.   Freesound  - collaborative database of Creative Commons Licensed sounds.   Musopen  - Royalty free music.   Octave  - free library of UI sounds.   PacDV  - royalty free sounds collection.   SoundBible.com  - Royalty-free, searchable archive of sound effects under various licenses. Music and Audio Editors   Audacity  - open source, cross-platform software for recording and editing sounds.   Audiosauna  - transforms your web browser into a fast and flexible music production studio with built in synthesizers and live effects.   Audiotool  - Online music producer.   Bfxr  - A tool to make sound effects for computer games.   Bosca Ceoil  - Online (and also desktop) music producer made by Terry Cavanagh. Simple, intuitive, has a distinctive retro-ish sound.   ChipTone  -...

Engines and Frameworks   Agen  - Cross-Platform framework for making 2D games with Lua, compatible iOS, Mac and Windows devices.   Allegro  - Allegro 4 & 5 are cross-platform, open source, game programming libraries, primarily for C and C++ developers.   AndEngine  - 2D Android Game Engine   Azul3D  - A 3D engine written in Go.   Bacon2D  - A framework to ease 2D game development, providing ready-to-use QML elements representing basic game entities needed by most of games.   Bladecoder  - Classic point and click adventure game engine and editor.   Blend4Web  - A Javascript framework for creating and displaying interactive 3D computer graphics in web browsers. Blitz3D  3D basic-like programming language for fast 3D desktop games.   Box2D  - A 2D Physics Engine for Games.   Bullet  - Real-time physics simulation.   CRYENGINE  - A pay what you want next gen 3D game eng...