You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
There will be huge update in 0.31.0 - Algebraic Syntax Tree based Automatic Differentiation.
Therefore, there will be significant changes in the numerical calculation API accordingly.
Optimize (numeric/optimize.rs)
API Change
Documentation
Zeroth order (Not relate to AD)
Bracket minimum
Shubert-Piyavskii
Fibonacci
Golden Section
Quadratic Fit
First Order (Use ADScalarFn)
Bisection
Gradient Descent
Conjugate Gradient
Momentum
Nesterov Momentum
Adagrad
RMSprop
Adadelta
Adam
Hypergradient
Regression (numeric/reg.rs)
API Change
Documentation
Linear Regression
Ordinary Least Square
Ridge
LASSO
Principal Component Regression
Nonlinear Regression
Gradient Descent
Gauss-Newton
Levenberg-Marquardt
Root Finding (numeric/root.rs)
API Change
Documentation
Bracketing
Bisection
False Position
Secant
First Order
Newton-Raphson
The text was updated successfully, but these errors were encountered:
There will be huge update in
0.31.0
- Algebraic Syntax Tree based Automatic Differentiation.Therefore, there will be significant changes in the numerical calculation API accordingly.
numeric/optimize.rs
)ADScalarFn
)numeric/reg.rs
)numeric/root.rs
)The text was updated successfully, but these errors were encountered: