dnc | TensorFlow implementation of the Differentiable Neural | Machine Learning library
kandi X-RAY | dnc Summary
kandi X-RAY | dnc Summary
The Differentiable Neural Computer is a recurrent neural network. At each timestep, it has state consisting of the current memory contents (and auxiliary information such as memory usage), and maps input at time t to output at time t. It is implemented as a collection of RNNCore modules, which allow plugging together the different modules to experiment with variations on the architecture.
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Top functions reviewed by kandi - BETA
- Train the model
- Return a human - readable representation of the data
- Calculate the cost of the gaussian cross entropy
- Calculate the sigmoid cross entropy
- Connects the graph
- Read inputs into memory
- Computes the directional read weights
- Read weights
- Build a TemporalLinkageState
- Construct the link
- Compute the weights of the precedence weights
- Build the graph
- Calculate the usage
- Calculate the usage after write
- Connects the query
- Calculate softmax
- Connects the module
- Clips x
- Builds the graph
dnc Key Features
dnc Examples and Code Snippets
Lines of Code : 28
License : No License
CopyInput Data:
[[0. 0. 1. 0. 0. 0.]
[1. 0. 0. 0. 0. 0.]
[0. 0. 1. 0. 0. 0.]
[1. 0. 0. 0. 0. 0.]
[0. 0. 0. 0. 1. 0.]
[1. 0. 0. 0. 0. 0.]
[0. 0. 0. 0. 1. 0.]
[0. 0. 0. 0. 0. 1.]]
(Represents: 2 + 0 + 2 + 0 + 4 + 0 + 4)
Target Data:
[[ 0.]
[ 0.]
[ from lib import DNC
class MyModel(chainer.Chain):
def __init__(self, input_dim=35, hidden_dim=256, output_dim=32):
super(MyModel, self).__init__(
# X, Y, N, W, R, lstm_hidden_dim, K
lstm_layer = D source venv/bin/activate
python3 datapreperation/gen_augment_data.py --input-scps data/train.scp --input-mlfs data/train.mlf --filtEncomp --maxlen 50 --augment 1000 --varnormalise /path/to/datadir/m50.real.augment
python3 datapreperation/gen_augmen Community Discussions
Trending Discussions on dnc
QUESTION
Is it possible to merge two netCDF files with different spatial resolution?
I have two datasets.
The first one is the ESA Land Cover dataset with a spatial resoltion of 300m as netCDF.
The first one is the population living in Italy with a spatial resolution of 100m from WorldPop as a geoTIFF that I convert as netCDF.
This is what I am doing
...ANSWER
Answered 2022-Mar-30 at 15:41There are many ways to do it, but probably the easiest one is by gdalbuildvrt.
Use gdalbuildvrt - either from the command-line either from the Python library - and build a VRT dataset. Make sure the highest resolution files are listed towards the end - if there is overlapping the final dataset wins.
Remember to use [-resolution {highest|lowest|average|user}] option.
Once you have a composite Dataset, use gdal_translate - CLI or Python - to consolidate it to a single monolithic Dataset in your preferred format.
Don't try to implement this yourself - it is more complicated than it might seem.
QUESTION
I am sorry if this is really basic, but I have searched a lot and can't find the answer. I am trying to write a script that will clear not delete the specific cells' content (these are column-based i.e., A, B, C, etc) seeing values from another list. Like Phone 1, and phone 3 have a list of numbers, this list should look into another list and if it finds any matching numbers in the list, the script should clear the content in the cell but do not delete the cell.
These are the images that may help in better understanding. I have managed to find a way that also clears the rows/cells but that also pushes non empty cells above so they do not stay on the same position. I have also tried other methods with "if(keep){ resultArray.push(values1[n])};" like shift,setValue, pop, etc, but then length error popsup (TypeError: Cannot read property 'length' of undefined). A little help will be alot for me. Thanks
...ANSWER
Answered 2021-Nov-30 at 17:43I'd propose to use textFinder():
QUESTION
I was wondering if there was a way to alter the below query to show the overall results
...ANSWER
Answered 2021-Nov-30 at 16:47something like this :
QUESTION
I created a LeadIndex view within my Rails application that is based on my Lead model. When running my test suite (Rspec) the table (db view) is recognized but returns as an empty [] of LeadIndex::ActiveRecord_Relation. The Lead model is showing that there are objects stored within the database, but the view doesn't seem to pick it up.
For example:
...ANSWER
Answered 2021-Oct-13 at 16:43Well I am a knucklehead. I figured it out for me. In my SQL query I hard a where clause to bring up results only with an ID that matches my development DB object.
So when when the test environment made up random IDs for their objects the WHERE clause was filtering out all of them because there was no ID with the exact number that matched my development DB id..
a big d'oh! Lessons learned.
QUESTION
I was looking for a computational problem for an assignment that specifies we need to show both the DnC approach and the brute force approach. I was very interested in "the defective chessboard" which is better explained in this question. Defective chessboard problem - looking for pseudocode algorithm (divide&conquer)
However, although it has been easy enough to find and understand the D&C approach, I have been struggling to find or create a brute force approach although I did find out that the naive approach has a time complexity of O(n^2).
The defective chessboard problem is an interesting problem that is can be solved with a “divide and conquer” approach. The naive algorithm has a time complexity of O(n^2).
Source: https://polaris000.github.io/blog/defective_chessboard
I was wondering if there is no brute force approach to this question, how is it that we have been able to find the time complexity, and if there is a brute force approach, I would like some guidance on how to go about it.
...ANSWER
Answered 2021-Mar-12 at 13:55There do exist brute force approaches to this problem.
For example you could have a function that placed a trionimo covering the first available empty square in all possible orientations, and then called itself recursively to see if there was a solution to filling in the remaining holes.
However, this would have exponential complexity as it would need to backtrack whenever it became impossible to place a trionimo.
I think the comment about "the naive algorithm" refers to the fact that the described implementation of the divide and conquer algorithm would have O(n^2) complexity (because O(n^2) trionimos are placed one at a time).
A more sophisticated implementation of this divide and conquer algorithm could spot that most of the subproblems are identical (solving a square with a single square missing at a corner), so the answer to this subproblem could be cached and reused for lower computational complexity.
QUESTION
I am using a library call to connect to my vendor. The libary call requires a callback in the call. Without a callback in the function, I can easily make this synchronous. With the Callback, everything I do is stuck in the callback and never bubbles it way out.
I have literally tried 100 different ways to get this to work.
...ANSWER
Answered 2021-Mar-11 at 13:22Both methods resolve and reject expect parameters, which are res and err in your case.
As far as removeFromDNC returns a Promise instance, you should call it using either async/await syntax:
QUESTION
I'm pretty new to Coding but I'm really struggling with this issue. I need the sheet to auto Copy & Paste to different tabs depending on which option is selected from a dropdown menu. I can get one to work perfectly with the code below:
...ANSWER
Answered 2021-Feb-22 at 19:32In a Google Apps Script project all the files share the same global scope, meaning that variable and function names should have unique names across all files.
In other words, while renaming each onEdit function to give to each of them an unique name is a step in the right direction you have to do the same with the global variables:
destinationSheetcheck
Regarding sourceSheet and pasteRange since them have the same value in both files, it's better to keep one declaration of each of this variables and delete the others.
QUESTION
I have a .xlsm with data tabs that's designed to auto populate some cells with data and then export those rows to a CSV file, however when I run my code it copies the entire active range including the cells that have been formatted to be blank and it exports them as commas, I've tried writing the code to delete the commas in the new CSV and I've tried writing the code to not copy over formatted blank values in the first place but nothing so far I've tried has worked.
So far I've spent a few months on this, and other people on the forums have the same issue but no one seems to have fixed it.
...ANSWER
Answered 2021-Feb-18 at 13:33Try,
QUESTION
I am trying to display a default value in react-select based on an array of values. I have confirmed that the value is equal to the value I am comparing against. I have looked through this post, this post, this post, this post, this post and this post. Despite the similarities, the defaultValue will still not set. I have confirmed by loggin the result of my comparators that they are the same, both in uppercase, both strings.
My Select element is
...ANSWER
Answered 2020-Oct-29 at 22:47The error is in your filter function. You decompose value, and then access value.value. This is undefined.
Instead, take the option argument without decomposition, and access option.value.
QUESTION
I would like to modify the 'selected' singleValue color in my styles object based on the options that are provided.
ANSWER
Answered 2020-Oct-21 at 21:46Use an style map object:
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Install dnc
You can use dnc 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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