Machine Learning
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Autoencoder
Quick Definition
Neural network learning compressed data representations
Full Definition
A neural network learning compressed representations by encoding input data and reconstructing it at the output.
Examples
dimensionality reduction, denoising, anomaly detection
Related Terms
variational-autoencoder
deep-learning
More Machine Learning Terms
Reinforcement Learning ML
Learning optimal decisions through environment interaction
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AI subset where systems learn patterns from data
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Sequential ensemble method correcting previous model errors
Dimensionality Reduction
Reducing feature count while preserving important information
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Stochastic model where events depend only on previous state
LightGBM
Fast gradient boosting framework using histogram splitting