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Видео Update: Machine Learning & Simulation now has a Patreon Page канала Machine Learning & Simulation
Видео Update: Machine Learning & Simulation now has a Patreon Page канала Machine Learning & Simulation
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8 февраля 2022 г. 21:32:33
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Adjoint Sensitivities over nonlinear equation with JAX Automatic Differentiation
Deriving the Weak Form for Linear Elasticity in Structural Mechanics
Scientific Python Tutorial Workshop | Part 3 | Scikit-Learn & a bit of TensorFlow
Wavenumber 128 Kolmogorov Flow | Turbulence Simulation
Wavenumber 64 Kolmogorov Flow | Turbulence Simulation
Binomial Distribution | Intuition & Introduction | w\ example in TensorFlow Probability
Posterior & MAP for the Categorical | Full Derivation | example in TensorFlow Probability
Finite Element Method in FEniCS: 1D Transient Heat Diffusion in detail
What is a Jacobian-Vector product (jvp) in JAX?
Simple KS solver in JAX
Linear Regression in High Dimensions - Deriving the matrix-valued Least-Squares Loss
Maximum Likelihood Estimate for the One-Hot Categorical | TensorFlow Probability
Maximum A Posteriori Estimate (MAP) for Bernoulli | Derivation & TensorFlow Probability
Sampling the Multivariate Normal distribution | example in Python
Deformation Gradient | Continuum Mechanics | with simple examples
Posterior for the Bernoulli using the Conjugate Prior | with example in TensorFlow Probability
Nonlinear System Solve - Pullback/vJp rule
Matrix-Vector product - Pullback/vJp rule
Dirichlet Distribution | Intuition & Intro | w\ example in TensorFlow Probability
Simple forward-mode AD in Julia using Dual Numbers and Operator Overloading