Cluster: Artificial intelligence

Cluster: Artificial intelligence

A cluster of topics related to artificial intelligence.

All edits by  Alex Dean 

Edits on 21 Feb, 2018
Alex Dean
Alex Dean edited on 21 Feb, 2018
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Cluster: Artificial intelligence

KnowledgeA mapcluster of topics related to artificial intelligence.

Edits on 19 Jan, 2018
Alex Dean
Alex Dean edited on 19 Jan, 2018
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Article (+55/-55 characters)
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...
  • FastTextFastText
...
  • MichelangeloMichelangelo
  • ONNXONNX
  • ParlAIParlAI
Edits on 17 Jan, 2018
Alex Dean
Alex Dean edited on 17 Jan, 2018
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Article (+8 characters)
Article
  • FastText
Edits on 16 Jan, 2018
Alex Dean
Alex Dean edited on 16 Jan, 2018
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Topic thumbnail

Cluster: Artificial intelligence

EcosystemKnowledge map of artificial intelligence

Alex Dean
Alex Dean edited on 16 Jan, 2018
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  • DeepStackDeepStack
Alex Dean"adding crosslinks"
Alex Dean edited on 16 Jan, 2018
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  • MXNetMXNet
  • DL4JDL4J
  • OpenNNOpenNN
  • PyTorchPyTorch
  • SonnetSonnet
  • deeplearn.jsdeeplearn.js
  • Apache SINGAApache SINGA
  • DlibDlib
  • Microsoft Cognitive ToolkitMicrosoft Cognitive Toolkit
Alex Dean"minor edit"
Alex Dean edited on 15 Jan, 2018
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  • FriendkyData
  • FriendlyData
Edits on 12 Jan, 2018
Alex Dean"crosslinks"
Alex Dean edited on 12 Jan, 2018
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  • CaffeCaffe/Caffe2
  • TheanoTheano
Edits on 11 Jan, 2018
Alex Dean
Alex Dean edited on 11 Jan, 2018
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Article (+48/-5 characters)
Article
  • mxnet
  • MXNet
  • Apache SINGA
  • Dlib
  • Microsoft Cognitive Toolkit
Edits on 10 Jan, 2018
Alex Dean"Moving the history from the cluster page to the AI topic page"
Alex Dean edited on 10 Jan, 2018
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Article (-1207 characters)
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Artificial intelligence is intelligence exhibited by machines. On the other hand, Natural intelligence is the intelligence exhibited by humans and animals. The study and development of AI aims to simulate human functions and behavior.

History

The concept of artificial intelligence has been existent as early as the Ancient period. Between 800 B. C. and 500 B. C., ancient Greeks had myth on robots. In China, a life-sized human automaton was made by a mechanical engineer named Yan Shi in 1000 B. C. And in Egypt, a Greek Mathematician popularly known as Hero of Alexandria has his own works on programmable automata which presages the modern discipline of cybernetics.

It was only in 1956 AI was formally founded as a academic discipline. The at a conference at Dartmouth College, in Hanover gave birth to the term "artificial intelligence".

In the 20th century, AI has continually developed and still advancing. The technological advances boosted the understanding of theories and forged techniques essential to artificial intelligence. AI is as an integral part of the technology industry. AI techniques and advancements have been aiding in various fields in science and technology in solving challenges.

Edits on 9 Jan, 2018
Alex Dean
Alex Dean edited on 9 Jan, 2018
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  • Recurrent neuralNeural netsNetwork
  • Recursive Neural NetworksNetwork
Alex Dean
Alex Dean edited on 9 Jan, 2018
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Topic thumbnail

Cluster: Artificial intelligence

A cluster of topics related to artificial intelligence.

Alex Dean
Alex Dean edited on 8 Jan, 2018
Edits made to:
Topic thumbnail

Cluster: Artificial intelligence

A cluster of topics related to artificial intelligence.

Edits on 6 Jan, 2018
Alex Dean"Adding list formatting"
Alex Dean edited on 6 Jan, 2018
Edits made to:
Article (+1495/-1496 characters)
Article

Weak or narrow AI

Strong or general AI (AGI)

  • Weak or narrow AI
  • Strong or general AI (AGI)
...

Convolutional neural nets (CNN, ConvNet)

Recurrent neural nets

Recursive Neural Networks

Multilayer perception

Hybrid neural networks

Generative Adversarial Nets

Variational Autoencoders

Highway Layers

  • Convolutional neural nets (CNN, ConvNet)
  • Recurrent neural nets
  • Recursive Neural Networks
  • Multilayer perception
  • Hybrid neural networks
  • Generative Adversarial Nets
  • Variational Autoencoders
  • Highway Layers
...

Tensorflow

Caffe/Caffe2

Keras

Lasagne

Torch

mxnet

DL4J

OpenNN

PyTorch

Sonnet

deeplearn.js

MIL WebDNN

Theano

Kears

  • Tensorflow
  • Caffe/Caffe2
  • Keras
  • Lasagne
  • Torch
  • mxnet
  • DL4J
  • OpenNN
  • PyTorch
  • Sonnet
  • deeplearn.js
  • MIL WebDNN
  • Theano
  • Kears
...

AlphaGo Zero

AlphaZero

Libratus

DeepStack

Deep Q-Learning

Deep voice-2

Deep Mean

Tensor2Tensor

  • AlphaGo Zero
  • AlphaZero
  • Libratus
  • DeepStack
  • Deep Q-Learning
  • Deep voice-2
  • Deep Mean
  • Tensor2Tensor
...

Deep belief network (DBN)

Reinforcement learning

Deep neural nets

Deep Residual Networks

Dropout

Exploding gradient problem

Vanishing gradient problem

Google Inception

Long Short-Term memory network

Gated recurrent unit

Seq2Seq

  • Deep belief network (DBN)
  • Reinforcement learning
  • Deep neural nets
  • Deep Residual Networks
  • Dropout
  • Exploding gradient problem
  • Vanishing gradient problem
  • Google Inception
  • Long Short-Term memory network
  • Gated recurrent unit
  • Seq2Seq
...

Google Cloud Natural Language API

Amazon Lex

Paralleldots

FriendkyData

Alyien

Neural Machine Translation

word2vec

  • Google Cloud Natural Language API
  • Amazon Lex
  • Paralleldots
  • FriendkyData
  • Alyien
  • Neural Machine Translation
  • word2vec
...

OpenAI Baselines

Tensorflow Agents

Unity ML Agents

Nervana systems coach

ELF

Pycolab

Geek.ai MAgent

Q-Learning

SARSA

Temporal difference (TD)

  • OpenAI Baselines
  • Tensorflow Agents
  • Unity ML Agents
  • Nervana systems coach
  • ELF
  • Pycolab
  • Geek.ai MAgent
  • Q-Learning
  • SARSA
  • Temporal difference (TD)
...

CoreML

Pyro

Gluon

Michelangelo

ONNX

ParlAI

Fairseq

AI-Blocks

Faiss

  • CoreML
  • Pyro
  • Gluon
  • Michelangelo
  • ONNX
  • ParlAI
  • Fairseq
  • AI-Blocks
  • Faiss
...

Stochastic gradient descent

RMSProp

Adagrad

Momentum

Adadelta

Adam

  • Stochastic gradient descent
  • RMSProp
  • Adagrad
  • Momentum
  • Adadelta
  • Adam
...

GloVe

Kernel PCA

Sparse PCA

Non-negative matrix factorization archetypal analysis

Nonlinear dimension reduction

Google page rank algorithm

  • GloVe
  • Kernel PCA
  • Sparse PCA
  • Non-negative matrix factorization archetypal analysis
  • Nonlinear dimension reduction
  • Google page rank algorithm
...

k-means

hierarchical

density

Spectral clustering

  • k-means
  • hierarchical clustering
  • density clustering
  • Spectral clustering
...

Super learner

  • Super learner
...

Genetic algorithms

Swarm intelligence

  • Genetic algorithms
  • Swarm intelligence
...

CART

Iterative Dichotomiser 3

Random forest

Recursive partion

Bagging

  • CART
  • Iterative Dichotomiser 3
  • Random forest
  • Recursive partion
  • Bagging
...

Factor analysis

  • Factor analysis
...

Noise-contrastive estimation

  • Noise-contrastive estimation
...

ImageNet

Facets

iGAN

StartGan

Deep-image-prior

DeepVideoAnalytics

Pix2pixHD

MNIST dataset

  • ImageNet
  • Facets
  • iGAN
  • StartGan
  • Deep-image-prior
  • DeepVideoAnalytics
  • Pix2pixHD
...

WaveNet

Tacotron 2

  • WaveNet
  • Tacotron 2
...

Cleverbot

ChatFuel

X.ai

  • Cleverbot
  • ChatFuel
  • X.ai
...

AlphaZero

Pysc2

Airsim

  • Pysc2
  • Airsim
...

Magenta

Style2Paints

  • Magenta
  • Style2Paints

Alex Dean"Started cluster"
Alex Dean edited on 5 Jan, 2018
Edits made to:
Description (+40 characters)
Topic thumbnail

Cluster: Machine learning & artificial intelligence Cluster: Artificial intelligence

Ecosystem map of artificial intelligence

Article

Types of AI

Weak or narrow AI

Strong or general AI (AGI)

Neural networks

Convolutional neural nets (CNN, ConvNet)

Recurrent neural nets

Recursive Neural Networks

Multilayer perception

Hybrid neural networks

Generative Adversarial Nets

Variational Autoencoders

Highway Layers

Deep learning

Frameworks

Tensorflow

Caffe/Caffe2

Keras

Lasagne

Torch

mxnet

DL4J

OpenNN

PyTorch

Sonnet

deeplearn.js

MIL WebDNN

Theano

Kears

Programs

AlphaGo Zero

AlphaZero

Libratus

DeepStack

Deep Q-Learning

Deep voice-2

Deep Mean

Tensor2Tensor

Other

Deep belief network (DBN)

Reinforcement learning

Deep neural nets

Deep Residual Networks

Dropout

Exploding gradient problem

Vanishing gradient problem

Google Inception

Long Short-Term memory network

Gated recurrent unit

Seq2Seq

Natural language processing

Google Cloud Natural Language API

Amazon Lex

Paralleldots

FriendkyData

Alyien

Neural Machine Translation

word2vec

Reinforcement Learning

OpenAI Baselines

Tensorflow Agents

Unity ML Agents

Nervana systems coach

ELF

Pycolab

Geek.ai MAgent

Q-Learning

SARSA

Temporal difference (TD)

Machine learning tools

CoreML

Pyro

Gluon

Michelangelo

ONNX

ParlAI

Fairseq

AI-Blocks

Faiss

Support vector machines

Stochastic gradient descent

RMSProp

Adagrad

Momentum

Adadelta

Adam

Unsupervised learning

GloVe

Kernel PCA

Sparse PCA

Non-negative matrix factorization archetypal analysis

Nonlinear dimension reduction

Google page rank algorithm

Clustering

k-means

hierarchical

density

Spectral clustering

Ensemble learning

Super learner

Evolutionary computation

Genetic algorithms

Swarm intelligence

Decision trees

CART

Iterative Dichotomiser 3

Random forest

Recursive partion

Bagging

Dimensionality reduction

Factor analysis

Parameterized statistical models

Noise-contrastive estimation

Applications of AI

Image recognition and generation

ImageNet

Facets

iGAN

StartGan

Deep-image-prior

DeepVideoAnalytics

Pix2pixHD

MNIST dataset

Voice recognition

WaveNet

Tacotron 2

Chatbots

Cleverbot

ChatFuel

X.ai

Game playing

AlphaZero

Pysc2

Airsim

Art and music creation

Magenta

Style2Paints

Edits on 3 Jan, 2018
Alex Dean"Initial topic creation"
Alex Dean created this topic on 3 Jan, 2018
Edits made to:
Topic thumbnail

 Cluster: Machine learning & artificial intelligence

A cluster of topics related to artificial intelligence.

Article

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