sourish-cmi
commented
1 year ago | Version 0.2 Id | Models | Code | Test | Documentation |
|---|---|---|---|---|
| 1 | Residual Bootstrap Regression | 100% | 100% | 0% |
| 2 | Paired Bootstrap Regression. | 0% | 0% | 0% |
| 3 | Brush-Pegan test for checking homoscadasticity | 100% | 100% | 0% |
| 4 | Test for randomness | 0% | 0% | 0% |
| 5 | Mixed Effect Model | 0% | 0% | 0% |
| Version 0.3 Id | Models | Code | Test | Documentation |
|---|---|---|---|---|
| 1 | Gaussian Process Regression | 0% | 0% | 0% |
| 2 | Gaussian Process Classification | 0% | 0% | 0% |
| 3 | Gaussian Process Time Series | 0% | 0% | 0% |
| 4 | Bootstrap Regression for Linear Regression | 0% | 0% | 0% |
| Version 0.4 Id | Models | Code | Test | Documentation |
|---|---|---|---|---|
| 1 | Hierarchical Bayesian Models | 0% | 0% | 0% |
| version >0.4 Id | Models | Code | Test | Documentation |
|---|---|---|---|---|
| 1 | Linear Discriminant Analysis (from MultivariateStat.jl) | 0% | 0% | 0% |
| 2 | Ridge Regression (from MultivariateStat.jl) | 0% | 0% | 0% |
| 3 | Stepwise variable selection | 0% | 0% | 0% |
| 4 | Multinomial Logistic Regression | 0% | 0% | 0% |
| 5 | Bayesian Multinomial Logistic Regression | 0% | 0% | 0% |
| 6 | GLMnet | 0% | 0% | 0% |
| version 0.1 (completed and release) Id | Models | Code | Test | Documentation |
|---|---|---|---|---|
| 1 | Linear Regression. | 100%. | 100% | 100% |
| 2 | Linear Regression with Ridge Prior | 100%. | 100% | 100% |
| 3 | Linear Regression with Laplace Prior | 100%. | 100% | 100% |
| 4 | Linear Regression with Cauchy Prior | 100%. | 100% | 100% |
| 5 | Linear Regression with T-distributed Prior | 100%. | 100% | 100% |
| 6 | Linear Regression with Horse Shoe Prior | 100%. | 100% | 100% |
| 7 | Logistic Regression. | 100%. | 100% | 100% |
| 8 | Logistic Regression with Ridge Prior | 100%. | 100% | 100% |
| 9 | Logistic Regression with Laplace Prior | 100%. | 100% | 100% |
| 10 | Logistic Regression with Cauchy Prior | 100%. | 100% | 100% |
| 11 | Logistic Regression with T-distributed Prior | 100%. | 100% | 100% |
| 12 | Logistic Regression with Horse Shoe Prior | 100%. | 100% | 100% |
| 13 | Poisson Regression. | 100%. | 100% | 100% |
| 14 | Poisson Regression with Ridge Prior | 100%. | 100% | 100% |
| 15 | Poisson Regression with Laplace Prior | 100%. | 100% | 100% |
| 16 | Poisson Regression with Cauchy Prior | 100%. | 100% | 100% |
| 17 | Poisson Regression with T-distributed Prior | 100%. | 100% | 100% |
| 18 | Poisson Regression with Horse Shoe Prior | 100%. | 100% | 100% |
| 19 | Negative Binomial Regression. | 100%. | 100% | 100% |
| 20 | Negative Binomial Regression with Ridge Prior | 100%. | 100% | 100% |
| 21 | Negative Binomial Regression with Laplace Prior | 100%. | 100% | 100% |
| 22 | Negative Binomial Regression with Cauchy Prior | 100%. | 100% | 100% |
| 23 | Negative Binomial Regression with T-distributed Prior | 100%. | 100% | 100% |
| 24 | Negative Binomial Regression with Horse Shoe Prior | 100%. | 100% | 100% |