Release v1.4.3

Author: mandar2812

build.sbt

@@ -12,7 +12,7 @@ packageDescription := "DynaML is a scala library/repl for implementing and worki
   "which can be extended easily to implement advanced models for small and large scale applications.\n\n"+
   "But the library can also be used as an educational/research tool for data analysis."
 
-val mainVersion = "v1.4.3-beta.4"
+val mainVersion = "v1.4.3"
 
 val dataDirectory = settingKey[File]("The directory holding the data files for running example scripts")
 

copy-docs.sh

@@ -1,6 +1,6 @@
 #! /bin/bash
-
-cp -R dynaml-core/target/scala-2.11/api/* docs/api_docs/v1.4.3/dynaml-core/
-cp -R dynaml-pipes/target/scala-2.11/api/* docs/api_docs/v1.4.3/dynaml-pipes/
-cp -R dynaml-examples/target/scala-2.11/api/* docs/api_docs/v1.4.3/dynaml-examples/
-cp -R target/scala-2.11/api/* docs/api_docs/v1.4.3/dynaml-repl/
+sbt stage
+cp -R dynaml-core/target/scala-2.11/api/* ../transcendent-ai-labs.github.io/api_docs/DynaML/v1.4.3/dynaml-core/
+cp -R dynaml-pipes/target/scala-2.11/api/* ../transcendent-ai-labs.github.io/api_docs/DynaML/v1.4.3/dynaml-pipes/
+cp -R dynaml-examples/target/scala-2.11/api/* ../transcendent-ai-labs.github.io/api_docs/DynaML/v1.4.3/dynaml-examples/
+cp -R target/scala-2.11/api/* ../transcendent-ai-labs.github.io/api_docs/DynaML/v1.4.3/dynaml-repl/

docs/releases/mydoc_release_notes_143.md

@@ -0,0 +1,65 @@
+!!! summary ""
+    Version 1.4.3 of DynaML, released June 13, 2017. Updates, improvements and new features.
+
+## DynaML REPL
+
+### Additions
+
+
+ **Module** `scripts`
+ 
+ - Added `gp_mcmc_santafe.sc` worksheet to try new MCMC feature on GP models; applied on the Santa Fe laser data set. 
+ 
+ **General**
+ 
+   - Updated Ammonite version to `0.9.9`
+
+## Pipes API
+
+### Additions
+
+
+**Package** `dynaml.pipes`
+ 
+- Added `._1` and `._2` members in `#!scala ParallelPipe` 
+
+
+
+## Core API
+
+### Additions
+
+
+**Package** `dynaml.models.neuralnets`
+
+ - Added [SELU](https://transcendent-ai-labs.github.io/api_docs/DynaML/recent/dynaml-core/#io.github.mandar2812.dynaml.models.neuralnets.VectorSELU) activation function proposed by [Hochreiter et. al](https://arxiv.org/abs/1706.02515)
+
+**Package** `dynaml.models.bayes`
+
+ - Added `*` method to `#!scala CoRegGPPrior` which scales it with to a `#!scala ParallelPipe`
+
+**Package** `dynaml.probability.mcmc`
+
+ - Added `#!scala HyperParameterMCMC` for performing MCMC sampling for models extending `#!scala GloballyOptimizable`.
+
+**Package** `dynaml.utils`
+
+ - Added trait `#!scala HyperParameters` outlining methods that must be implemented by entities having hyper-parameters
+
+ - Added `#!scala MeanScaler`, `#!scala PCAScaler` to perform mean centering and PCA on data sets. Also added to `#!scala DynaMLPipe` pipe library.
+ 
+ - Added tail recursive computation of the [Chebyshev](https://en.wikipedia.org/wiki/Chebyshev_polynomials) polynomials of the first and second kind in [`#!scala utils.chebyshev`](https://transcendent-ai-labs.github.io/api_docs/DynaML/recent/dynaml-core/#io.github.mandar2812.dynaml.utils.package). 
+
+ 
+ 
+ 
+### Improvements
+
+ 
+**Package** `dynaml.models.bayes`
+ 
+   - Added `#!scala trendParamsEncoder` which converts the trend/mean parameters into a scala `#!scala Map[String, Double]` making them 
+     consistent with covariance parameters. Added to `#!scala GaussianProcessPrior` and `#!scala ESGPPrior` families.
+     
+     
+

docs/scaladoc/v1.4.3/core.md

@@ -0,0 +1 @@
+<meta http-equiv="REFRESH" content="0;url=https://transcendent-ai-labs.github.io/api_docs/DynaML/v1.4.3/dynaml-core/"></HEAD>

docs/scaladoc/v1.4.3/examples.md

@@ -0,0 +1 @@
+<meta http-equiv="REFRESH" content="0;url=https://transcendent-ai-labs.github.io/api_docs/DynaML/v1.4.3/dynaml-examples/"></HEAD>

docs/scaladoc/v1.4.3/pipes.md

@@ -0,0 +1 @@
+<meta http-equiv="REFRESH" content="0;url=https://transcendent-ai-labs.github.io/api_docs/DynaML/v1.4.3/dynaml-pipes/"></HEAD>

mkdocs.yml

@@ -12,10 +12,15 @@ pages:
     - 'Supported Features': supported_features.md
     - 'Structure': structure.md
     - Releases:
+      - 'v1.4.3': 'releases/mydoc_release_notes_143.md'
       - 'v1.4.2': 'releases/mydoc_release_notes_142.md'
       - 'v1.4.1': 'releases/mydoc_release_notes_141.md'
       - 'v1.4': 'releases/mydoc_release_notes_14.md'
     - Scaladoc:
+      - v1.4.3:
+        - dynaml-core: 'scaladoc/v1.4.3/core.md'
+        - dynaml-pipes: 'scaladoc/v1.4.3/pipes.md'
+        - dynaml-examples: 'scaladoc/v1.4.3/examples.md'
       - v1.4.2:
         - dynaml-core: 'scaladoc/v1.4.2/core.md'
         - dynaml-pipes: 'scaladoc/v1.4.2/pipes.md'