lec3_2: euler equation based numerical method
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lec3_1: value function based numerical method
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Introduction 1-1
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lec7_1: Linearization
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Lec_2_2: Optimization derivative based
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lec_2_2: numerical interpolation
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lec7_2: Perturbation
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Lec_7_3: Optimal growth model via Euler equation and ML
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lec8_1: Projection
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lec9: calibration and estimation
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Lec_7_4: Optimal growth model via Belmanl equation and ML
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lec8_2: finite element
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Lec_6_1: Projection with polynomials
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Lec_7_2: Curse of dimensionality in quant macro
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Quant Macro w/ Machine Learning 1: Intro
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lec4_2: introduction to PyTorch for macroeconomist
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Lec_5_1: Linearization
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Lec_6_3: Finite Element Methods
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Lec_2_1: Floating points
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Lec_2_1: numerical optimization
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Lec_8_1: Krusell-Smith model
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lec10-1: aiyagari incomplete market
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lec12-2: generalized markov equilibrium
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Introduction 1-2
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lec6-2: MPI parellel computing
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lec11-2: machine learning and value function
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Lec_3_2: How machine learning works, pattern recognition
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Lec_8_1: Krusell-Smith model via Machine Learning
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Lec_2_3: Optimization derivative free
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Quant Macro w/ Machine Learning 3: Numerical Solution of Dynamic Models
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Lec_2_4: Differentiation and interpolation
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Lec_3_4: Feed forward and backpropagation
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Lec_5_2: Perturbation
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Lec_4_3: Pytorch basics
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高级宏观经济理论: 21-Uncertainty in Macro,2
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高级宏观经济理论: 18-Overlapping Generation Model,1
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lec10-2: Computation of Aiyagari Model
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Ninja Nerd | 内科 | 心房颤动
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Lec_3_5: Example, training with NN
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lec5_2: introduction to deep learning
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Lec_4_4: Pytorch optimization