mize | R Package for Unconstrained Numerical Optimization | Machine Learning library
kandi X-RAY | mize Summary
kandi X-RAY | mize Summary
Unconstrained Numerical Optimization Algorithms. mize can be used as a standalone function like the stats::optim function, or can be integrated into other packages by creating a stateful optimizer and handling the iterations, convergence, logging and so on externally. mize knows how to do Broyden-Fletcher-Goldfarb-Shanno (BFGS), the limited-memory BFGS (L-BFGS), various flavors of Conjugate Gradient (CG), Nesterov Accelerated Gradient (NAG) and momentum-based methods, among others.
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Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of mize
mize Key Features
mize Examples and Code Snippets
# Make a list containing the function and gradient:
rosenbrock_fg <- list(
fn = function(x) { 100 * (x[2] - x[1] * x[1]) ^ 2 + (1 - x[1]) ^ 2 },
gr = function(x) { c( -400 * x[1] * (x[2] - x[1] * x[1]) - 2 * (1 - x[1]),
# Install from CRAN:
install.packages("mize")
# Or install the development version from GitHub:
# install.packages("devtools")
devtools::install_github("jlmelville/mize")
Community Discussions
Trending Discussions on mize
QUESTION
I am very new to JAVA and I need to create a HTTP-based RESTful API SMP and I am working on the first API, which needs to create a user and insert it into database. I have already created the database and tables in MYSQL. I found some sample code online and I am trying to alter it to work for what I need but it is not working, no errors just not putting anything in database. The description of the API with expected output plus the code I have so far is below. Not entire code just the code for this API. So any help on what I am doing wrong and need to do to get his working would be great. Also in the API.java is where I need to put each endpoint and I add the helper functions that do the SQL functions in DBEngine.java.
...ANSWER
Answered 2020-May-01 at 02:50If you want to achieve this:
QUESTION
I'm trying to build the C# wrappers for RDKit, but have been struggling to make progress. I've attempted two routes:
n.b. This question is long and unhelpful. Long story short use NuGet (see answer below).
Attempt One Docs from RDKit /Code/JavaWrappers/csharp_wrapperThe first one is found in https://github.com/rdkit/rdkit.
There are C# wrappers with build instructions in ./Code/JavaWrappers/csharp_wrapper found at: https://github.com/rdkit/rdkit/tree/master/Code/JavaWrappers/csharp_wrapper
My first attempt to compile the wrappers involved manually trying to build these. Following this README: https://github.com/rdkit/rdkit/blob/master/Code/JavaWrappers/csharp_wrapper/README
To build on Windows:Since cmake doesn't know anything about C#, there's an unfortunate manual step involved in this.
- Make sure that the cmake configuration variable RDK_BUILD_SWIG_CSHARP_WRAPPER is set to ON.
- Run cmake to generate the solution file and open it in Visual Studio.
- Select the option to add an existing project and add $RDBASE/Code/JavaWrappers/csharp_wrapper/RDKit2DotNet.csproj
- Right click on the added project (named RDKit2DotNet) and add a dependency to RDKFuncs (this is the project that creates the C++ dll that the C# project needs)
- Build the RDKit2DotNet project.
Your bin directory ($RDBASE/Code/JavaWrappers/csharp_wrapper/bin/Release if you did a release build) now contains two DLLs: - RDKFuncs.dll is the C++ dll containing the RDKit functionality - RDKit2DotNet.dll contains the C# wrapper. To use the wrappers in your own projects, you should copy both dlls into your project directory and add a reference to RDKit2DotNet.dll
The directory RDKitCSharpTest contains a sample test project and some code that makes very basic use of the wrapper functionality.
To get cmake
to run I updated the CMakeLists.txt to tell it how to find swig and to set RDK_BUILD_SWIG_CSHARP_WRAPPER ON
as follows:
ANSWER
Answered 2019-Nov-13 at 11:05Never did manage manually compile the RDKit DotNet Wrapper.
However I did find a NuGet package for an old version that did what I need it to:
https://www.nuget.org/packages/RDKit2DotNet/2017.9.1-alpha1
Install-Package RDKit2DotNet -Version 2017.9.1-alpha1
Update
There is now a newer version which works perfectly:
https://www.nuget.org/packages/RDKit.DotNetWrap/
Install-Package RDKit.DotNetWrap -Version 0.2019033.1
QUESTION
I have followed the steps described here: https://github.com/bp-kelley/rdkit-csharp to try and create RDKits C# Wrappers.
...ANSWER
Answered 2019-May-11 at 12:49Try changing your cmake call to this:
cmake -G "Visual Studio 16 2019" -A x64 ... [rest of your CMake options] ...
Here is the documentation for the different platform names (architectures) you can use with VS 2019.
As the error message in your question suggests, CMake used to support specifying Win64
along with the Visual Studio version, like this: "Visual Studio 15 2017 Win64"
. However, they have stopped supporting that as of Visual Studio 16 2019, forcing us to use the -A x64
approach.
QUESTION
I have two dataframes like the ones sampled below. I'm trying to append the records from one of the dataframes to the bottom of the first. So the final data frame should only have two columns. Instead I seem to be appending the columns from one dataframe on to the right side of the first. Does anyone see what I'm doing wrong?
...ANSWER
Answered 2018-Mar-26 at 21:44Your DataFrames
do not seem to have column headers (I imagine the first row of your data is being used as the column headers), which is likely the root of your issue. When you append the second DataFrame
, the program doesn't know which columns the data correspond to, so it adds them as new columns. See the following example:
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