106 best open source ai projects.

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Displaying 1 to 20 from 106 results

sunfish - Sunfish: a Python Chess Engine in 111 lines of code

Sunfish is self contained in the sunfish.py file from the repository. I recommend running it with pypy or pypy3 for optimal performance. It is also possible to run Sunfish with a graphical interface, such as PyChess, Arena or your chess interface of choice. Sunfish' can communicate through the XBoard/CECP protocol by the command pypy -u xboard.py. Ruxy Sylwyka has a note on making it all work on Windows.

sunfish chess-engine chess-ai ai

brain.js - 🤖 Neural networks in JavaScript

brain.js is a library of Neural Networks written in JavaScript. 💡 Note: This is a continuation of the harthur/brain repository (which is not maintained anymore). For more details, check out this issue.

neural-network brain recurrent-neural-networks easy-to-use api web nodejs browser convolutional-neural-networks node stream ai artificial-intelligence brainjs brain.js feed-forward classifier neural network neural-networks machine-learning synapse recurrent long-short-term-memory gated-recurrent-unit rnn lstm gru

PredictionIO - Machine Learning Server

PredictionIO is an open source machine learning server for software developers to create predictive features, such as personalization, recommendation and content discovery. It helps to predict user behaviors.

machine-learning prediction user-behaviour analysis ai

Mycroft - an Artificial intelligence for everyone

Mycroft is an Artificial intelligence for everyone. It uses open software to process natural language, determine your intent and take action. It can integrate a host of professional functions – Control scenes to conserve power, grant office access with your voice. It can control all of your media and devices with the sound of your voice. Adjust your thermostat, turn on your lights, water your lawn, play your favorite movie and lot more.

artificial-intelligence internet-of-things iot ai

Snorkel - A system for quickly generating training data with weak supervision

Snorkel is a system for rapidly creating, modeling, and managing training data, currently focused on accelerating the development of structured or "dark" data extraction applications for domains in which large labeled training sets are not available or easy to obtain. <BR><BR> Today's state-of-the-art machine learning models require massive labeled training sets--which usually do not exist for real-world applications. Instead, Snorkel is based around the new data programming paradigm, in which the developer focuses on writing a set of labeling functions, which are just scripts that programmatically label data. The resulting labels are noisy, but Snorkel automatically models this process—learning, essentially, which labeling functions are more accurate than others—and then uses this to train an end model (for example, a deep neural network in TensorFlow).

machine-learning ai information-extraction weak-supervision training-data dark-data training-sets modeling data-modeling

AI-Programmer - Using artificial intelligence and genetic algorithms to automatically write programs

Read the research paper BF-Programmer: A Counterintuitive Approach to Autonomously Building Simplistic Programs Using Genetic Algorithms. AI-Programmer is an experiment with using artificial intelligence and genetic algorithms to automatically generate programs. Successfully created programs by the AI include: hello world, hello , addition, subtraction, reversing a string, fibonnaci sequence, 99 bottles of beer on the wall, and more. It's getting smarter. In short, it's an AI genetic algorithm implementation with self modifying code.

genetic-algorithms c-sharp fitness-score ai artificial-intelligence genetic-algorithm genetic-programming programming-language genome program-synthesis

twss.js - A node.js "that's what she said" classifier

This is a node.js module that classifies if a sentence can be replied with "that's what she said". You change algorithm from the default naive bayes classifier (nbc) to a k-nearest neighbor algorithm (knn).

machine-learning classifier twss ai

node-tensorflow - Node.js + TensorFlow

TensorFlow is Google's machine learning runtime. It is implemented as C++ runtime, along with Python framework to support building a variety of models, especially neural networks for deep learning. It is interesting to be able to use TensorFlow in a node.js application using just JavaScript (or TypeScript if that's your preference). However, the Python functionality is vast (several ops, estimator implementations etc.) and continually expanding. Instead, it would be more practical to consider building Graphs and training models in Python, and then consuming those for runtime use-cases (like prediction or inference) in a pure node.js and Python-free deployment. This is what this node module enables.

tensorflow node-tensorflow nodejs machine-learning deep-learning npm-package tf tensor ml ai neural-networks neuralnetworks deeplearning model numerical-computation google

AirSim - Open source simulator based on Unreal Engine for autonomous vehicles from Microsoft AI & Research

AirSim is a simulator for drones (and soon other vehicles) built on Unreal Engine. It is open-source, cross platform and supports hardware-in-loop with popular flight controllers such as PX4 for physically and visually realistic simulations. It is developed as an Unreal plugin that can simply be dropped in to any Unreal environment you want.

drones ai self-driving-car autonomous-vehicles autonomous-quadcoptor research computer-vision artificial-intelligence deeplearning deep-reinforcement-learning control-systems pixhawk cross-platform platform-independent airsim unreal-engine simulator

bytom - Official Go implementation of the Bytom protocol

Bytom is software designed to operate and connect to highly scalable blockchain networks confirming to the Bytom Blockchain Protocol, which allows partipicants to define, issue and transfer digitial assets on a multi-asset shared ledger. Please refer to the White Paper for more details. When successfully building the project, the bytom and bytomcli binary should be present in cmd/bytomd and cmd/bytomcli directory, respectively.

utxo assets p2p ai blockchain contract pow bytom

Ghost Perl Webserver Strong AI

Ghost Perl Webserver Strong AI thinks in English or Russian by spreading activation among concepts.

artificial-intelligence ai webserver robotics

tensorflow-rex-run - A TensorFlow

A TensorFlow.js based AI player platform for T-Rex Runner. T-Rex Runner is originally an easter egg game inside chrome's offline error page.

t-rex-runner tensorflow tensorflow-js ai neural-network chrome easter-egg es6 es7 tensorflow.js t-rex runner easter egg multiplayer game

food-101-keras - Food Classification with Deep Learning in Keras / Tensorflow

If you are reading this on GitHub, the demo looks like this. Please follow the link below to view the live demo on my blog. Convolutional Neural Networks (CNN), a technique within the broader Deep Learning field, have been a revolutionary force in Computer Vision applications, especially in the past half-decade or so. One main use-case is that of image classification, e.g. determining whether a picture is that of a dog or cat.

deep-learning image-classification ai machine-learning food-classification keras tensorflow

Face Detection For Windows Phone 7

A library for performing face detection on windows phone 7. This library uses the same algorithms and detection models as OpenCV and is written in C# and built for the Windows Phone. Also includes a camera user control that supports automated taking of photos and showing camer...

windows-phone ai face-detection image-processing recognition windows-phone-7