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Data Science - Coggle Diagram

- - - - matplotlib
      - Plotly
      - Seaborn
  - - - NVD3.js
- - - - KStreams
- - - - Moving average
      - Autoregressive
      - ARMA
      - ARIMA
      - GARCH
    - - Regression
        
        Linear regression
        
        Ridge
        
        Lasso
        
        K nearest neighbors
        
        SVM
        
        Random forest regression
        
        Gradient boosting regression
      - Classification
        
        Decision trees
        
        Random forest
        
        k nearest neighbors
        
        Logistic regression
        
        SVM
        
        Naive Bayes
        
        Gradient boosting
    - - Collaborative filtering
      - Content-based filtering
      - Hybrid systems
    - - Clustering
        
        k-means
        
        Spectral clustering
        
        DBSCAN
      - Anomaly detection
        
        Isolation forest
        
        One-class SVM
        
        Cluster analysis
      - Dimensionality reduction
        
        PCA
        
        Factorization matrices
        
        LDA
    - - Backpropagation
      - Perceptron
      - Fully connected neural network
    - - Convolutional neural networks
      - Generative adversarial networks
      - Recurrent neural networks
        
        Sequence-to-sequence
        
        LSTM
        
        GRU
        
        Bi-directional RNN
        
        Hopfield network
        
        Continuous-time RNN
      - Deep belief networks
      - Deep Boltzman machines
    - - Object identification
        
        AlexNet
        
        GoogLeNet
        
        VGGNet
        
        ResNet
        
        InceptionNet
        
        DenseNet
        
        LeNet
      - Scene reconstruction
      - Object recognition
      - Instance segmentation
      - Emotion detection
      - Motion analysis
      - Object segmentation
        
        DeepLab
        
        RefineNet
        
        Fully Convolutional Networks
        
        U-Net
        
        Conditional Random Field
        
        SegNet
        
        PSPNet
      - Object detection
        
        R-CNN
        
        Fast R-CNN
        
        Faster R-CNN
        
        R-FCN
        
        YOLO
        
        SSD
    - - Optical character recognition
      - Machine translation
      - Parsing
      - Tagging
      - Named entity recognition
      - Natural language generation
      - Natural language understanding
      - Question answering
      - Sentiment analysis
      - Summarization
      - Speech recognition
      - Text-to-Speech
    - - Monte Carlo methods
      - Temporal difference methods
      - Q-Learning