Books and links - ThaZsomiProdzsekt/ZsomiRepo GitHub Wiki
Pages
Useful course from Stanford
Convolutional Neural Networks for Visual Recognition
Books
Python Text Processing Cookbook (80 case studies)
Neural Network Methods with Natural Langauge Processing (seems good for mishearings)
Natural Langauge Processing with Python
Jegyzetek (magyarul)
Hands-on Machine Learning jegyzet
Some basic technology
- NLTK (Natural Langauge Processing Toolkit python lib-Anaconda 3-ban benne van-
- Expectation maximization (EM)
- Naive Bayes classifier
- tf–idf
- Instantaneously trained neural networks
- Latent semantic indexing
- Support vector machines (SVM)
- Hierarchical Deep Learning for Text Classification (HDLTex)[14]
- Artificial neural network
- K-nearest neighbour algorithms
- Decision trees such as ID3 or C4.5
- Concept Mining
- Rough set-based classifier
- Soft set-based classifier
- Multiple-instance learning
- Natural language processing approaches