cgt | Computation Graph Toolkit | Machine Learning library
kandi X-RAY | cgt Summary
kandi X-RAY | cgt Summary
Computation Graph Toolkit (CGT) is a library for evaluation and differentiation of functions of multidimensional arrays. Full documentation can be found at
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Top functions reviewed by kandi - BETA
- Pretty - print table data .
- Validate the values against the given validator .
- Apply a function to each object .
- Return test .
- Main function .
- Performs a pullback on outputs .
- Normalize tabular data .
- Get compile info .
- Validate that value is a list .
- Make a ff controller .
cgt Key Features
cgt Examples and Code Snippets
Community Discussions
Trending Discussions on cgt
QUESTION
I fail to export a dataframe produced by uco(seqinr) function in rscu computation. What means should I use?. The dataframe is not showing in r environment either, it only remain in the console. Have tried so much copying it to excel, word, notepad in vain. Could someone help?
...ANSWER
Answered 2022-Apr-14 at 16:47First of all, store the output of the function in a variable, e.g.:
QUESTION
I have a sequence of DNA of "atgactgccatggaggagtc". The problem told me to decompose it into triplets and translate the triplets into proteins. I have the code that do that. However at the end there are only 2 nucleotides left, so I can't make a triplet out of it. How can I tell Python to list "-" instead if a triplet doesn't have 3 nucleotides in it?
...ANSWER
Answered 2022-Mar-26 at 00:31You can use .get()
, which returns the value of the key if it exists in the dictionary, else it returns the second parameter to .get()
(by default, .get()
returns None
, but we explicitly specify -
here per the question's requirements):
Change
QUESTION
Both degeneracy1 and protein_ls are not being reassigned in the nested while loops I am using, I can't figure out why this. This program is designed to find the best protein motif to create an oligo for genetic engineering. Both degeneracy1 and protein_ls are listed near the bottom of the python code.
...ANSWER
Answered 2022-Feb-19 at 04:55I did some refactoring. Can you try the following code?
QUESTION
I am writing code that modifies a 3 letter sequence at all 3 positions separately by exchanging that position with one of the following A, T, C, or G.
I have been able to create 3 lists where the initial element has either the 1st, 2nd, or 3rd position modified to one of the other 3 different letters.
I have written a dictionary that encodes each key (amino acid in this case) and it's corresponding codon sequences (which would be the elements I am modifying). .
Now, I aim to check each modified list's elements against this dictionary, and see which dict key they correspond to. I wish see if changes in the initial element change the resulting key associated with it.
I am unable to figure out how to proceed; how can I get the corresponding key for the values of my modified lists?
Here is my code so far:
...ANSWER
Answered 2022-Feb-04 at 22:06At the following line:
QUESTION
I have some string like this below:
...ANSWER
Answered 2021-Nov-19 at 09:31The pattern to get all text up to the last slash and then only two words separated with a whitespace or .
is
QUESTION
I have been struggling with turning a list of DNA sequences into amino acid sequences. The function i wrote should read the DNA list in three nucleotides. It should loop over the sequences in the list and translate each sequence, using codons in a directory. Now I know that this problem isn't exactly new and that Biopython has a translation module made for that kind of stuff. The difficulty lies in that I later want to use a degenerate codon directory, with an NNK-codon code (K being G or T) and as far as my research went there is no possibility to make custom codon dics with Biopython. Also the DNA sequences that I use aren't uniform in length.
Now I think it's time to go a little more in depth and explain where my data aka. the list of DNA sequences is coming from. The sequences (ranging from a couple 1000 to more than 1 million) are random nucleotides in between to markers that I isolated via a function using a regex search written to a text file. The structure of this file looks like this:
CACCAGAGTGAGAATAGAAA CCAAAAAAAAGGCTCCAAAAGGAGCCTTTAATTGTATC TAAACAGCTTGATACCGATAGTTGCGCCGACAATGACAACAACCATCGCCCACGCATAACCGATATATTC CCAAAAAAAAGGCTCCAAAAGGAGCCTTTAATTGTATC TAAACAGCTTGATACCGATAGTTGCGCCGACAATGACAACAACCATCGCCCACGCATAACCGATATATTC CCAAAAAAAAGGCTCCAAAAGGAGTCTTTAATTGTATC TAAACAGCTTGATACCGATAGTTGCGCCGACAATGACAACAACCATCGCCCACGCATAACCGATATATTC CCAAAAAAAGGCTCCAAAAGGAGCCTTTAATTGTATC TAAACAGCTTGATACCGATAGTTGCGCCGACAATGACAACAACCATCGCCCACGCATAACCGATATATTC CCAAAAAAAAGGCTCCAAAAGGAGCCTTTAATTGTATC TAAACAGCTTGATACCGATAGTTGCGCCGACAATGACAACAACCATCGCCCACGCATAACCGATATATTC CCAAAAAAAAGGCTCCAAAAGGAGCCTTTAATTGTATC TAAACAGCTTGATACCGATAGATGCGCCGACAATGACAACAACCATCGCCCACGCATAACCGATATATTC CAGCATTAGGAGCCGGCTGATGAGAGTGAGAATAGAAA CCAAAAAAAAGGCTCCAAAAGGAGCCTTTAATTGTATC TAAACAGCTTGATACCGATAGTTGTGCCGACAATGACAACAACCATCGCCCACGCATAACCGATATATTC
What i tried is to read in the file and get a list of all sequences as strings, get rid of whitespaces and newline breaks and that kind of stuff. Start a function in which the codon usage is defined and loop over the list of sequences for each sequence in a three letter fashion, translating them to the amino acid defined by the codon in the dict.
Code I got so far:
...ANSWER
Answered 2021-Oct-20 at 09:17You are doing
QUESTION
I am trying to figure out how to merge overlapping strings in a list together, for example for
...ANSWER
Answered 2021-Oct-15 at 15:51Use difflib.find_longest_match
to find the overlap and concatenate appropriately, then use reduce
to apply the entire list.
QUESTION
I'm working on a CMake toolchain file for the new LLVM/Clang based compiler from Texas Instruments (see ARM-CGT-CLANG-1).
CMake properly detects that it's a clang based compiler if I simply set CMAKE_C_COMPILER
to the correct path of the tiarmclang
binary.
Unfortunately, I've noticed that it does not set CMAKE_AR
, CMAKE_NM
, CMAKE_READELF
and CMAKE_STRIP
correctly.
I've went through some of the modules included with CMake, including CMakeDetermineCCompiler and CMakeFindBinUtils.
What I get from that, is that CMakeDetermineCCompiler determines the _CMAKE_TOOLCHAIN_PREFIX
using a regular expression which expects a dash (-
) in front of clang
in the name of the compiler.
This _CMAKE_TOOLCHAIN_PREFIX
is later on used in CMakeFindBinUtils to prefix the names of the tools.
Unfortunately, TI decided to not include a dash in the name, which I think is the root cause of CMake not being able to detect the bin utils.
I tried setting the _CMAKE_TOOLCHAIN_PREFIX
from the toolchain file, but this does not work (it is overwritten in the CMakeDetermineCCompiler module).
Is there a way to have CMake find the tools automatically, despite the wonky prefix? Or is setting the variables for each binutil by hand from the toolchain file the only workaround (which I'm doing at the moment)?
...ANSWER
Answered 2021-Jul-19 at 07:02After some further investigation, it turns out that setting the correct prefix in the cache will result in the bin utils to be discovered correctly (at least the ones that are included in the TI toolchain):
QUESTION
I made a box plot of the 3 replicates of each 40s and 80s (first 6 columns), with 40s in red and 80s in blue. I would now like to add the 7th column which is labelled "control" as a point on each pair of box plots to the corresponding "gene" in a different such that the resulting plot would have 2 box plots for 40s and 80s and a control point for each entry in the "gene" column
...ANSWER
Answered 2021-Jul-17 at 02:01If I understand you, it just needs a third category, and to split up the geom's aesthetics' information.
QUESTION
I am trying to plot the following data (paste-bin link) https:[enter image description here][1]//pastebin.com/w1WaEcPd as a box plot with the trinucleotide identity as the x column and the Frequency as the y column. I have attached a picture of the graph I am envisioning and the code I have so far. I am getting the error:
..."Error in FUN(X[[i]], ...) : object 'gene' not found".
ANSWER
Answered 2021-Jul-09 at 10:04That would be a possible solution using the tidyverse packages. Here I recreated the data table, you would need just to rename the columns and then run the parte with the pivot_longer
and mutate
to prepare the data for plotting and then plot with ggplot2
I am making a few assumptions here, if it is not exactly what you were thinking, please write a comment.
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Install cgt
You can use cgt 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.
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