nequip | NequIP is a code for building E -equivariant | Machine Learning library
kandi X-RAY | nequip Summary
kandi X-RAY | nequip Summary
NequIP is an open-source code for building E(3)-equivariant interatomic potentials.
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Top functions reviewed by kandi - BETA
- Compute the statistics for the given fields .
- Instantiates a builder .
- Resize per species .
- Convert to ASE .
- Create a graph from data_list .
- Calculate neighbor list and relative vector .
- Debugging for debugging .
- Rescale model .
- Set the training and validation dataset .
- Create a model from a config dictionary .
nequip Key Features
nequip Examples and Code Snippets
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QUESTION
To preface I am working in Python 3.8.3 on windows 10 and using slate3k
to parse through my pdf
I am working on a python program that will parse through a PDF and spit out a certain pattern and make a csv file for me.
However, when I try find the pattern with the parsed text, I am getting nothing.
I've taken an example of some parsed text and assigned it to parsed
ANSWER
Answered 2020-May-28 at 21:53You had an extra minus - symbol
QUESTION
Similar to this question and a lot of others, I'm not able to retrieve the selected value from my @Html.Dropdownlistfor. But I think I avoided usual errors so I'm not sure what I'm doing wrong. Here is my Controller :
...ANSWER
Answered 2019-Jul-11 at 09:56Try to specify the Text and Value fields like this:
@Html.DropDownListFor(model => model.a_NEquipe, Model.EquipesTravaux.Select(x => new SelectListItem { Text = x.TRAV_SEQ, Value = x.TRAV_CODE }), new { @class = "form-control"})
QUESTION
I was trying to extract the subsection that has the roman indexing from a pdf document.
For instance this is one section of the document,
\n1.1\n \nSCOPE\n \nThis PTS specifies the\n \nrequirements \nand recommendations for Classification, Verification \n\nFunct\nions.\n \nThe scope includes the following:\n \ni.\n \nSemi\n-\nquantitative SIL classification\n \nii.\n \nSpurious trip analysis\n \niii.\n \nProbabilistic and architectural SIL verification\n \niv.\n \nRecommendations\n \nfor SIL gap closure'
what I want is only below:
This PTS specifies the\n \nrequirements \nand recommendations for Classification, Verification \n\nFunct\nions.\n \nThe scope includes the following:\n \ni.\n \nSemi\n-\nquantitative SIL classification\n \nii.\n \nSpurious trip analysis\n \niii.\n \nProbabilistic and architectural SIL verification\n \niv.\n \nRecommendations\n \nfor SIL gap closure
I need the sentence before the roman indexing as well as the content inside roman indexing.
However, there are also cases like below
3.1.3\n \nDo\nc\numentation\n \nrequired\n \nT\nh\ne\n \nl\nat\ne\ns\nt\n \nissue\n \nof\n \nt\nh\ne\n \nf\no\nllo\nw\ni\nng\n \ndocume\nn\nts\n \nshall\n \nbe\n \nav\na\nilab\nl\ne\n \nto\n \nthe\n \nte\na\nm\n \np\ne\nrf\no\nrm\ni\nng\n \nt\nh\ne \nc\nl\nass\ni\nf\ni\ncati\no\nn:\n \ni.\n \nMandatory reference document\n \na)\n \nCause and effect matrices (CEM)\n \nb)\n \nPiping and Instrument Diagram (P&ID) or Process and utility engineering \nflow schemes (PEFS)\n \nc)\n \nHAZOP report\n \nd)\n \nIPF reliability data\n \nii.\n \nOther reference document\n \na)\n \nProcess Flow Diagram (PFD) or Process Fl\now Scheme (PFS)\n \nb)\n \nPlant layout drawing\n \nc)\n \nProcess safeguarding flow schemes (PSFS)\n \nd)\n \nControl narratives\n \ne)\n \nInterlocks/ ESD logic diagram\n \nf)\n \nEquipment layout diagram\n \ng)\n \nMaintenance and Inspection Data\n \nh)\n \nPlant historian data\n \n \nT\nh\ne\n \nl\ni\ns\nt\n \na\nb\no\nve\n \nis\n \nn\no\nt\n \ne\nx\nh\na\nu\nsti\nv\ne. Any\n \not\nh\ne\nr\n \ndo\nc\nu\nm\ne\nn\nt\ns\n/ \nd\nr\na\nw\nin\ng\ns\n \nreq\nu\nir\ne\nd\n \nf\no\nr\n \nt\nhe \nc\nom\np\nletion\n \no\nf the\n \nIPF\n \ns\nt\nu\nd\ny\n \ns\nh\na\nll\n \nbe\n \nf\nu\nr\nn\nished\n \nas\n \na\nn\nd\n \nw\nhen\n \nre\nq\nui\nr\ne\nd\n.\n \n
I've converted the pdf into raw text and I've managed to extract section of the document. The
...ANSWER
Answered 2019-May-31 at 03:15If I understand the problem right, we would want to just take out the roman indices, and get the entire paragraph, which we would start with a simple expression such as:
QUESTION
I've been currently working on a .net project that sends SMS messages through a GSM Modem Device. I can manage to send a single SMS message just fine, but when I start to loop the AT Commands to send SMS to multiple recipients, the behaviour of the application gets very clunky. Sometimes it could only send an SMS to the first recipient it could find, most of the times none at all.
Below is the source code for my method on sending SMS to multiple recipients:
...ANSWER
Answered 2017-Feb-02 at 01:52So I did a bit more research on how to utilize the serial port class based on the MSDN reference (for serial ports) and a few articles around here at SO, and I've come up with this unorthodox solution that involves using the SerialDataReceivedEventHandler provisioned by the SerialPort class and an infinite while loop.
First of all, I created two properties in the class scope that is visible for both methods of the SendSMS(WebMethod) and the DataRecieved(Event):
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Install nequip
PyTorch >= 1.8, <=1.11.*. PyTorch can be installed following the instructions from their documentation. Note that neither torchvision nor torchaudio, included in the default install command, are needed for NequIP.
We use Weights&Biases to keep track of experiments. This is not a strict requirement — you can use our package without it — but it may make your life easier. If you want to use it, create an account here and install the Python package:
Install NequIP
The easiest way to check if your installation is working is to train a toy model:.
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