Cluster: Artificial intelligence

Cluster: Artificial intelligence

A cluster of topics related to artificial intelligence.

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Edits on 30 Nov, 2020
Jude Gomila
Jude Gomila edited on 30 Nov, 2020
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Jude Gomila
Jude Gomila edited on 30 Nov, 2020
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Edits on 2 Oct, 2020
NICK LARUSSO
NICK LARUSSO edited on 2 Oct, 2020
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A decision tree is a simple representation for classifying samples. Decision tree algorithms are used in supervised machine learning where data is continuously split according to a parameter.

A decision tree is a model for supervised learning that can construct a non-linear decision boundary over the feature space. Decision trees are represented as hierarchical models of "decisions" over the feature space, making them powerful models that are also easily interpretable.

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Unsupervised learning is a branch of machine learning that tries to makefocused senseon ofstructuring data that has not been labeled, classified, or categorized by extracting features and patterns on its own. The following are methods used in unsupervised machine learning.

NICK LARUSSO
NICK LARUSSO edited on 2 Oct, 2020
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Machine learning is a technique for realizing AI and it is an application of AI where machines are given access to data from which they learn formfor themselves.

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Reinforcement learning is an area of machine learning focusing on how machines and softwaredeveloping agents reactthat incan alearn specificfrom contexttheir toenvironment maximizeover performancetime by taking actions and achieve reward known as reinforcementreceiving signalrewards. The following are algorithms, tools and research topics related to reinforcement learning.

Edits on 4 Sep, 2020
Dawson Sewell
Dawson Sewell edited on 4 Sep, 2020
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Sales/Marketing/Retail/Customer service
  • EverString Technology
  • People.ai
  • Rubikloud
  • Optie
  • Sentience
  • ipvive
  • Zephyr
  • Shopco Technologies
  • Data&Data
Trademark Analysis
  • TrademarkNow
  • Patensys
Real-estate
  • SiteZeus
Social Media/Human Interaction/Recruitment
  • Remesh
  • Holonis
  • Gridspace
  • Clustree
Personal assistant
  • Viv Labs
Selfie Apps
  • Meitu
Data science
  • Ople
  • Molecula (enabling AI data readiness)
Robotics
  • Rokid
  • Vicarious (company)
AI software and API development
  • Mahd
  • TenForce
  • Algorithmia
Other AI companies
  • ARICA
  • OpenAI
  • Optalysys
  • Obie.ai
  • IBM
  • UtopiaCompression
  • Alpha Nodus
Investment

Dawson Sewell
Dawson Sewell approved a suggestion from Golden's AI on 4 Sep, 2020
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Reinforcement learningReinforcement learning is an area of machine learning focusing on how machines and software agents react in a specific context to maximize performance and achieve reward known as reinforcement signal. The following are algorithms, tools and research topics related to reinforcement learning.

Dawson Sewell
Dawson Sewell edited on 4 Sep, 2020
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Natural language processing
  • AnswerIQ
  • Observe.ai
  • StatMuse
  • Entefy
  • Textio
  • Spoken

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Voice recognition
  • WaveNet
  • SKAEL
Chatbots
  • Cleverbot
  • ChatFuel
  • X.ai
  • Destin AI
  • Concierge (YouThere)
  • Sensay
  • OJO Labs
  • Octane AI
  • Youper
  • Obie.ai
  • Giant Otter Technologies
  • Haptik
  • AllyO
  • Solvvy
  • Kasisto
  • Tact.ai
  • Mya Systems
  • Amazon Lex
  • Aylien
Education
  • Questo AI
  • AIAR EdTech AB
  • Learning Equality
Business
  • CircleBack
  • HyperScience
  • Axeleo
  • Sponge.AI
  • DataRobot
  • Bellwethr
  • Webtunix
  • Red Queen XYZ
  • SKAI Labs
Game playing
  • Pysc2
  • Airsim
  • Leela chess (LCZero)
  • AlphaGo Zero (Deepmind)
  • AlphaZero (Deepmind)
  • Master (software)
  • DeepStack
  • Libratus
Art and music creation
  • Magenta
  • Style2Paints
  • Vochlea Music
Agriculture
  • Agrosight
  • Mavrx
  • Agvesto
Autonomous navigation
  • Aeva
  • Hertzwell
Autonomous driving
  • Tesla (autopilot / driver assistance / selfdriving car)
  • Drive.ai
  • Michelangelo (Uber)
Banking/Finance
  • Agent IQ
  • AppZen
  • FutureVault
  • Lumen Insurance Technologies
  • Zinobe
Drone navigation/Military
  • ClearSpace Aero
  • Shield AI
  • Anduril Industries
Industry/Factory automation and monitoring
  • Qsee
  • NTWIST
  • Jungle AI
Fitness
  • Repmonk
  • FightCamp
  • Altius
Brain-computer interface
  • CTRL-labs
  • Neuralink
Cyber security/Law
  • Tessian
  • Casetext
  • PatternEx
  • Someturva
Employee Behavior Analytics
  • Jubiwee
  • StatusToday
  • Nuddge
Hotel Assistant

Edits on 3 Sep, 2020
Erin Scherfner
Erin Scherfner approved a suggestion from Golden's AI on 3 Sep, 2020
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Natural language processingNatural language processing is a branch of AI that helps computers understand, interpret and manipulate human language. The following are tools and topics related to NLP. NLP companies developing or selling NLP applications are found in the AI applications and companies section under Natural language processing.

Erin Scherfner
Erin Scherfner approved a suggestion from Golden's AI on 3 Sep, 2020
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Supervised learning is a type of machine learning in which data is fully labelled and algorithms learn to approximate a mapping function well enough that they can accurately predict output variables given new input data. This section contains supervised learning techniques. For example, Gradient DescentGradient Descent is a technique to optimize neural networks in supervised machine learning. Gradient descent optimization algorithms are used to speed up the learning process of deep neural networks. Another example, Support Vector Machine (SVM), is a type of algorithm that is a discriminative classifier formally defined by a separating hyperplane used for regression and classification tasks.

Dawson Sewell
Dawson Sewell edited on 3 Sep, 2020
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AI applications and companies
Artificial intelligence companies
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Medical, veterinary and pharmaceutical
  • Simpatica
  • SF17 Therapeutics
  • Clear Gene
  • Humane Genomics
  • Atomwise
  • Auransa
  • Betasight
  • CareSkore
  • Desktop Genetics
  • Doc.AI
  • Enlitic (Computer vision for radiology)
  • FarmaTrust
  • Gatehouse Bio
  • Genetesis
  • GTN Ltd
  • Janus Genomics
  • Juno Bio
  • Juniper Medical Computing
  • Kheiron Medical Technologies
  • Kiroku
  • KroniKare
  • LifeMine Therapeutics
  • macro-eyes
  • Medios Technologies (Computer vision software for retinal images)
  • Mighty Health
  • Neurobit Technologies (Machine learning and sleep technology)
  • Machine Medicine Technologies (Parkinson's disease assessment using computer vision)
  • Primer
  • Recursion Pharmaceuticals
  • BenevolentAI
  • Remedy Health
  • Tyde
  • BlueDot
  • GYANT
  • K Health
  • Steth IO
  • Cardiogram
  • ContinUse Biometrics
  • Binah.ai
  • Sickweather
  • StethoMe
Biology research
  • Phenoscape
Chemical industry
  • Enzbond - prediction programs for enzyme development
Computer vision, image recognition and generation

Computer vision has applications in healthcare, security, manufacturing and transportation.

  • ImageNet
  • Facets
  • iGAN
  • StarGan
  • Deep-image-prior
  • DeepVideoAnalytics
  • Pix2pixHD
  • Deep Mean-shift prior
  • Airraiy
  • SeizeFace
  • Umbo Computer Vision
  • Emotech
  • ViSenze
  • SenseTime
  • Iris Automation
  • AImotive
  • Latent Logic
  • Anduril Industries
  • GumGum
  • AdMobilize
  • Loom.ai
  • Shazura
  • Castle Global

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Dawson Sewell
Dawson Sewell edited on 3 Sep, 2020
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Types of AIartificial intelligence
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Main classifications
  • Weak or narrow AI or artificial narrow intelligence
  • Strong or general AI (AGI)
  • Artificial superintelligence (ASI)
  • Reactive machines: These do not have past memory and cannot use past information for future actions
  • Limited memory machines: These can use past experiences to inform future decisions
  • Theory of Mind: In humans it is the ability to infer other people’s thoughts, desires and beliefs in others and to understand that they may be different from your own. Theory of mind level AI would be able to interact socially with people
  • Self-aware AI (hypothetical, not realized)
Other classifications
  • Cognitive computing: A term favored by IBM for computing designed to augment human intelligence rather than replace it such as helping doctors diagnose disease, guiding financial managers in making recommendations and allowing lawyers to search caselaw more quickly.
Branches of AI
  • Artificial emotional intelligence: Integrating emotional intelligence with AI is one path towards achieving Theory of Mind AI
  • Machine learning
  • Deep learning (branch of machine learning)
  • Computer vision
  • Natural language processing (NLP)

Dawson Sewell
Dawson Sewell edited on 3 Sep, 2020
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  • Computer vision
  • Convolutional neural network
  • Biometric scanning
  • Facial recognition
  • Self-driving vehicle/ autonomous vehicle
  • OpenCV
  • Matlab
  • TensorFlow
  • AForge.NET/Accord.NET
  • SimpleCV
  • GPUImage
  • Google Cloud Vision API
  • Amazon Rekognition
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  • Natural language processing
  • Text-to-speech
  • Google Cloud Natural Language API
  • Paralleldots
  • FriendlyData
  • Neural machine translation
  • Word2vec
  • FastText
  • Tacotron
  • Tacotron2
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  • Quantum Computing
  • Rigetti Quantum Computing
  • Google AI
  • D-Wave Systems
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  • Internet of Things
  • Mnubo
  • Josh.ai
  • Sentiance
  • C3 IoT
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  • Artificial Life (ALife)
  • Swarm robotics
  • Swarm intelligence
  • Swarmalator
  • Lenia
  • Plantoid
  • Cellular Automaton
  • Conway's Game of Life
  • Genetic algorithms
  • Quantum artificial life

Dawson Sewell
Dawson Sewell edited on 3 Sep, 2020
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  • K-means
  • K-means++
  • Hierarchical clustering
  • Density clustering
  • Spectral clustering
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  • Super learner
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  • Factor analysis
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  • Noise-contrastive estimation
Dawson Sewell
Dawson Sewell edited on 3 Sep, 2020
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  • Classification and regression trees (CART)
  • Iterative Dichotomiser 3
  • Random forest
  • Extra-Trees
  • Recursive partitioning
  • Bagging
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Dawson Sewell
Dawson Sewell edited on 3 Sep, 2020
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  • Reinforcement learning
  • OpenAI Baselines
  • Tensorflow Agents
  • Unity ML Agents
  • Nervana systems coach
  • ELF
  • Pycolab
  • Geek.AI MAgent
  • Q-Learning
  • SARSA
  • Temporal difference (TD)
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Dawson Sewell
Dawson Sewell edited on 3 Sep, 2020
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Tools, algorithms, libraries and interfaces for machine learning.

  • CoreML
  • Pyro
  • Gluon
  • Michelangelo (Uber)
  • ONNX
  • ParlAI
  • Fairseq
  • AI-Blocks
  • Faiss
  • MindMeld
  • Synthetic data
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  • Tensorflow
  • Seq2Seq (framework for Tensorflow)
  • Caffe/ Caffe2
  • Keras
  • Lasagne
  • Torch
  • MXNet
  • DL4J
  • OpenNN
  • PyTorch
  • Sonnet
  • deeplearn.js
  • MIL WebDNN
  • Theano
  • Apache SINGA
  • Dlib
  • Microsoft Cognitive Toolkit
  • Swift for Tensorflow
  • spaCy
  • Tensor2Tensor
  • Deep Q-Learning : Algorithm in deep reinforcement learning
  • Deep voice 1: Trains deep neural networks to learn from large amounts of data and simple features
  • Deep voice 2
  • Deep voice 3
  • Google AutoML

Edits on 24 Jun, 2020
Graham Garner"A podcast hosted by Lex Fridman, a researcher, and educator in AI."
Graham Garner edited on 24 Jun, 2020
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Documentaries, videos and podcasts (+1 rows) (+3 cells) (+87 characters)
Documentaries, videos and podcasts

Title
Date
Link

Artificial Intelligence Podcast | AI Podcast | Lex Fridman

Edits on 20 May, 2020
Meredith Hanel
Meredith Hanel edited on 20 May, 2020
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Medical, veterinary, and pharmaceutical
Meredith Hanel
Meredith Hanel edited on 20 May, 2020
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Medical, veterinary and, pharmaceutical
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Biology research
  • Phenoscape
Charlie Hilton
Charlie Hilton edited on 20 May, 2020
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Cluster: Artificial intelligence

A cluster of topics related to artificial intelligence.

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