GOKU | Deep Generative ODE Modelling with Known Unknowns | Machine Learning library

by orilinial Python Version: Current License: MIT

X-Ray Key Features Code Snippets Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | GOKU Summary

GOKU is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. GOKU has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However GOKU build file is not available. You can download it from GitHub.

This repository is an implementation of the GOKU paper: Generative ODE Modeling with Known Unknowns.

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Support

GOKU has a low active ecosystem.

It has 7 star(s) with 2 fork(s). There are 1 watchers for this library.

It had no major release in the last 6 months.

There are 0 open issues and 1 have been closed. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of GOKU is current.

Quality

GOKU has no bugs reported.

Security

GOKU has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

License

GOKU is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

GOKU releases are not available. You will need to build from source code and install.

GOKU has no build file. You will be need to create the build yourself to build the component from source.

Top functions reviewed by kandi - BETA

kandi has reviewed GOKU and discovered the below as its top functions. This is intended to give you an instant insight into GOKU implemented functionality, and help decide if they suit your requirements.

Creates a montulum data
Get unknown parameters
Generate a set of parameters
Calculate theta of an observer
Create CVS data
Convert a state trajectory to a sample
Returns a dictionary of parameters
Train the ODE model
Validate Goku
Calculate the accuracy of a model
Create a dataset
Create latent mask
Finds the mean and variance of the data
Load data
Create tensorflow tensors
Load LSTM training configuration
Train the model
Loads the config of the latentode training
Fetch grounding data
Load configuration for Goku training
Create doublependulum data
Set random seed

Get all kandi verified functions for this library.

GOKU Key Features

No Key Features are available at this moment for GOKU.

GOKU Examples and Code Snippets

No Code Snippets are available at this moment for GOKU.

Community Discussions

Trending Discussions on GOKU

Retain array structure when filtering nested array

W tensorflow/core/common_runtime/gpu/gpu_device.cc:1598] Cannot dlopen some GPU libraries

raise TypeError("Invalid comparison of non-real %s" % me) in sympy

Unresponsive hamburger icon in HTML

Javascript Deep Nested Object Copy updating it's value even before it has been changed

Assigning variables from dataframe (or spreadsheet) in python

What could be the bare minimum steps to animate the following carousel implementation?

TEST FAILED: /home/mona/.local/lib/python3.8/site-packages/ does NOT support .pth files error: bad install directory or PYTHONPATH

convert a Maya-exported OBJ file into a triangular mesh OFF file -- AssertionError: face should have 3 vertices but has 6

nvcc fatal : Unsupported gpu architecture 'compute_30'

QUESTION

Retain array structure when filtering nested array

Asked 2021-Jun-13 at 09:23

My brain froze with this advanced filtering. This task has exceeded my basic knowledge of filter, map etc.

Here I have an array with nested objects with array:

...

ANSWER

Answered 2021-Jun-13 at 09:21

You can use reduce method of array. First find out the object inside data array and then add that to accumulator array as new entry by preserving the original structure.

Source https://stackoverflow.com/questions/67956353

QUESTION

W tensorflow/core/common_runtime/gpu/gpu_device.cc:1598] Cannot dlopen some GPU libraries

Asked 2021-Jun-08 at 05:59

How should I fix this in CentOS 7?

...

ANSWER

Answered 2021-Jun-08 at 05:46

Credits to jonno_FTW

Source https://stackoverflow.com/questions/67881193

QUESTION

raise TypeError("Invalid comparison of non-real %s" % me) in sympy

Asked 2021-Jun-04 at 16:19

I am getting this sympy related comparison error. Do you know how I can fix it? It doesn't seem that authors in the original repo are facing it. I see that for one of the pkl files, namely 001.pkl, the y2d is imaginary (not sure why), and is equal to 1.05147176800692e-6 + 3.72470439655723*I.

I am running this code: https://github.com/DirtyHarryLYL/DJ-RN/blob/master/script/generate_3D_obj_GT.py

...

ANSWER

Answered 2021-Jun-04 at 16:19

The root problem is that "y2d is imaginary"; SymPy is just alerting you to the fact by refusing to try do a comparison that involves a number with non-zero imaginary part. Only real numbers can be used in comparison in SymPy. (By raising the error it is letting you know that your data set has a problem.)

Source https://stackoverflow.com/questions/67831526

QUESTION

Unresponsive hamburger icon in HTML

Asked 2021-May-29 at 15:07

youtube reference video

I was trying to make a website by following a YouTube tutorial and i cant seem to toggle the navigation bar it doesnt collapse. I have tried different videos but it is still not working. I am very new to programming and this is my first project. Thank-you in advance for your guidance.

...

ANSWER

Answered 2021-May-29 at 14:00

you don't have a class named 'show-menu' so adding it to the element would make no effect

Source https://stackoverflow.com/questions/67752181

QUESTION

Javascript Deep Nested Object Copy updating it's value even before it has been changed

Asked 2021-May-14 at 17:10

I wrote a normal code for deep copying an object and then printing both the original object as well as the copy object, before and after making some changes to the copy object.

This is to show that the change has not affected the original object, and that both the objects are independent of each other.

The problem is that the copy object shows the deep changed property even before the change was made.

One answer might be that somehow it's using some old values, since I tested this code on the Google Chrome browser. (I did the test many times to figure out the reason of it's behavior.) However that doesn't seem possible as I'm declaring them again and assigning new values each time the code executes.

The code:

...

ANSWER

Answered 2021-May-14 at 17:10

The console lazy loads objects. The blue square icon in the chrome console is a sign telling you that this happens.

Source https://stackoverflow.com/questions/67538253

QUESTION

Assigning variables from dataframe (or spreadsheet) in python

Asked 2021-Mar-29 at 15:34

Let's say I have the following dataframe, or spreadsheet:

...

ANSWER

Answered 2021-Mar-29 at 15:34

I did not know that it is not recommended to iterate rows of a pandas data frame, but since you mentioned it, I wanted to test it.

I recreated your data frame with the following:

Source https://stackoverflow.com/questions/66856529

QUESTION

What could be the bare minimum steps to animate the following carousel implementation?

Asked 2021-Feb-08 at 17:41

I am making a vanilla js carousel. I have laid out basic previous and next functionality using js along with html and css.

Now I tried to use css-animations (keyframes) to do left and right slide-in/slide-out animations but the code became messy for me. So here I am asking that what minimal changes would be needed to get the same animation effects in this implementation ?

Will you go for pure JS based or pure CSS based or a mix to do the same ?

My goal is get proper animation with minimal code.

...

ANSWER

Answered 2021-Feb-08 at 16:12

I think the trick is pretty simple. ;)

You should not move one or two images at the same time. Instead you should move ALL images at once.

Let's start with the CSS:

Source https://stackoverflow.com/questions/66102228

QUESTION

TEST FAILED: /home/mona/.local/lib/python3.8/site-packages/ does NOT support .pth files error: bad install directory or PYTHONPATH

Asked 2021-Feb-03 at 03:51

I am using Python Virtual Environment for installing a package from Git Repo. When I use its setup.py file, I get the following error. How should I fix it?

...

ANSWER

Answered 2021-Feb-03 at 03:51

As the user metatoaster suggested, I did the following:

commented this line that I added to ~/.bashrc and sourced it:

#export PYTHONPATH="~/venv/ipnet/lib/python3.8/site-packages"
removed the --user flag here:

python setup.py install

Source https://stackoverflow.com/questions/66019925

QUESTION

convert a Maya-exported OBJ file into a triangular mesh OFF file -- AssertionError: face should have 3 vertices but has 6

Asked 2021-Feb-02 at 20:26

I have an OBJ file that has a structure similar to this:

...

ANSWER

Answered 2021-Feb-02 at 20:26

The 'tail' section of that file contains RGB color values per triangle , which are those extra numbers "192 192 192". This is the information of color per face, and probably is misleading your program (mesh-fusion) when try to read the off file, because it is not expecting color per face information.

You have three possible solutions:

Unmark the color per face option in meshlab dialog when exporting to off.
Change your program to read and ignore color per face information, reading until end of line after the triangle coordinates.
remove color per face in your off file with the command:

sed 's/192\ 192\ 192$//' mybed1.off > mybed2.off

Source https://stackoverflow.com/questions/66001261

QUESTION

nvcc fatal : Unsupported gpu architecture 'compute_30'

Asked 2021-Jan-14 at 01:14

I am using this GitHub repo https://github.com/davidstutz/mesh-fusion and I am following its instructions. The error I get after cmake .. is as follows. How should I fix it?

...

ANSWER

Answered 2021-Jan-13 at 03:53

I used lines 77-83 of this code: https://github.com/baidu-research/warp-ctc/blob/master/CMakeLists.txt

in my CMakeLists.txt file:

Source https://stackoverflow.com/questions/65695117

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install GOKU

You can download it from GitHub.
You can use GOKU like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

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