Artificial Inteligence
This project contains my personal notes about artificial intelligence. As I learn I create this site to offer useful information for anybody interested in. If you find anything suspicious, inappropriate or missing just let me know. Wish you happy learning.
What is AI
There are of course more definitions out there. Some of them are more precise some of them more vague. Despite it, enjoy them :
“The ability to learn without any explicit programming.”
“is concern with methods of developing system that display aspects of intelligent behaviour. These systems are designed to imitate the human capabilities of thinking and sensing.”
Word cloud
Multilayer perceptron, Learning rate, Hyperparameters, Deep neural network, Activation function, Weights, Underfitting, Tensor, Recurrent Neural Network (RNN), Pooling, Overfitting, Optimizers, Long Short term memory, Generative Adversarial Network (GAN), Forward propagation, Feed Forward Neural Network, Data normalization, Cost function, Computational Graph, Capsule Neural Network (CapsNet), Boosting, Bias, Batch Normalization, Bagging, Backpropagation, Backpropagation through time (BPTT), Auto encoder, Smoothing N-gram models, N-gram character models, Language Models, Deep Learning, Convolutional Neural Network, Wikidata.org, Unsupervised Machine Learning, Supervised Machine Learning, Sentence Boundary Disambiguation (SBD), Semi supervised Learning, Semi backward reasoning (chaining), Schema.org, Reinforcement Machine Learning, RDF triples, Part Of Speech (POS), Natural Language processing (NLP), Named Entity Recognition (NER), Machine Learning, Lemmatization, Language identification, K-means clustering, Friend of a friend (FOAF), Expert Systems, Evolutionary Algorithm (EA), Chunking, Artificial super intelligence (ASI), Artificial narrow intelligence (ANI), Artificial general intelligence (AGI), Adversarial Machine Learning,AI software
- Google Custom Search Engine,
- Facebook Messenger API,
- Pager helps cure patients,
- Atomwise discovers new medicaments,
- Netbase find out feedback for your product,
- Crayon creates research about your competitors,
- Exceed.ai,
- Chorus,
- Curata,
- Pattern89,
- AutoDraw TODO,
- Dozorro helps to detect the corruption,
History of AI
- 1960 : Knowledge based Expert systems
- 1970 : Transaction processing and decision support systems using AI
- 1980 : Resembling the interconnected neuronal structures in the human brain
- 1990 : Intelligent agents
AI algorithms
Frameworks & libraries
Deep learning
- Keras python API
- Tensorflow
- Pytorch Python API
- DL4J Java
- Theano
- Caffe
- Chainer
- Microsoft CNTK