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15 models
advancedparametric
Chronos Forecasting
Chronos is a family of pretrained time-series models that transfers patterns learned across many datasets into probabilistic forecasts for new series.
intermediateparametric
Convolutional Neural Network (CNN)
A CNN stacks convolutional layers to turn pixels into features and, ultimately, a prediction.
beginnernon parametric
Decision Tree
advancedparametric
Diffusion Model
intermediatenon parametric
Gradient Boosting
beginnerparametric
K-Means
beginnernon parametric
K-Nearest Neighbors
beginnerparametric
Linear Regression
beginnerparametric
Logistic Regression
intermediateparametric
Multilayer Perceptron
advancedparametric
ModernTCN
ModernTCN is a pure convolutional architecture that uses patches, large depthwise kernels, and separate temporal and cross-variable mixing for general time-series analysis.
beginnerparametric
Principal Component Analysis
beginnernon parametric
Random Forest
intermediateparametric
Temporal Convolutional Network
intermediateparametric