Kayak | automatic differentiation with applications to deep | Machine Learning library
kandi X-RAY | Kayak Summary
kandi X-RAY | Kayak Summary
Don’t use this: use [Autograd] instead!. This is a library that implements some useful modules and provides automatic differentiation utilities for learning deep neural networks. It is similar in spirit to tools like [Theano] and [Torch] The objective of Kayak is to be simple to use and extend, for rapid prototyping in Python. It is unlikely to be faster than these other tools, although it is competitive and sometimes faster in performance when the architectures are highly complex. It will certainly not be faster on convolutional architectures for visual object detection and recognition tasks than, e.g., [Alex Krizhevsky’s CUDA Convnet] or [Caffe] The point of Kayak is to be able to experiment in Python with patterns that look a lot like what you’re already used to with Numpy. It makes it easy to manage batches of data and compute gradients with backpropagation.
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Top functions reviewed by kandi - BETA
- Returns the next value from the iterator
- Clear the value cache
- Draw a new masked mask
- Clear gradients cache
- Reset the histogram
- Calculate the gradient of self and other
- Local gradient
- Calculate the gradient of the gradient
- Calculate the gradient of the derivative at the given parent
- Load MNIST dataset
- Read a file
- Download a file
- Resets the state of the model
- Resets the units
- Calculate the gradient of the gradients
- Index along an axis
- Local gradient function
- Compute the value of the covariance matrix
- Return the cached value
- Set the data
Kayak Key Features
Kayak Examples and Code Snippets
Community Discussions
Trending Discussions on Kayak
QUESTION
I use boostrap 5
I have some radio button. When I click on one, I would like to show it's selected.
...ANSWER
Answered 2022-Mar-16 at 22:08You can't use pointer-events: none; look into it, it is used when you don't want to have any event, but in this case you need a click event. Remove that and use :checked ~ img
, or if you want the text to be outlined then go with .hiddenRadio:checked ~ label
QUESTION
I'm trying to integrate FullCalendar (v5) with an Ember.JS (4.2) app, and am able to get things to work if I just import the library via CDN and inline / hard code it -- however if I attempt to break it out into a component, I get an empty page.
Inline WorksI'm able to render the calendar and an example event if I import FullCalendar via CDN links, and bind it an html element with the id of "calendar" on page load, as follows:
...ANSWER
Answered 2022-Mar-10 at 15:39I don't think you'd want a component -- maybe a modifier -- because this is a behavior to add to an element specifically?
For example, using: https://github.com/ember-modifier/ember-modifier and these docs: https://fullcalendar.io/docs/initialize-es6
QUESTION
I am building a React app that includes one separate component for CRUD functionality of Products and another separate component for CRUD functionality of Suppliers.
I am using the same saveData method for both components (the Create functionality of CRUD.. that is triggered when the User presses Save after filling in the input fields of Product or Supplier). The saveData method is located in a central ProductsAndSuppliers.js file that is available to both the Products and Supplier components.
In both of the Product & Supplier components, there is a table showing the Products or Suppliers already present as dummy data. I made a button at the bottom of each page to add a new Product or Supplier... depending on which tab the user has selected on the left side of the screen (Product or Supplier).
Since I am using the same saveData method in both cases, I have the same problem whenever I try to add a new Product or Supplier to each respective table after filling out the input fields. My new Product or Supplier is added.. but twice and I can't figure out why.
I have tried using a spread operator to add the new item to the collection but am having no success:
...ANSWER
Answered 2021-Nov-10 at 23:21There are issues with both of your implementations.
Starting with the top one:
QUESTION
I have two unrelated datasets in R.
Dataset A contains hundreds of words given as responses in an experiment. Some of the words come up several times, there are 25 responses per participant, with 112 participants. It is formatted like this:
...ANSWER
Answered 2021-Nov-10 at 16:06Here's a solution in the tidyverse
. To avoid some tortuous parsing, I have left the columns with slightly different names and in a different order from what you depicted. However, the fundamental structure and content of the data is as requested.
QUESTION
I seem to have a very strange issue... the following query chops off some of the result of the GROUP_CONCAT
ANSWER
Answered 2021-Nov-08 at 11:20SET SESSION group_concat_max_len = 1000000;
QUESTION
I have a data frame with three columns (Category, Sub.category and Acitivty). I need a nested list, with these three levels to put into shinyTree.
I'm trying to match the format of this .Rds file to create a shinyTree.
My full table is 99 lines, I've included 30 below, but may need to do over 100+ in the same way.
So far I've got
...ANSWER
Answered 2021-Nov-03 at 13:15Here is a possible approach using rrapply()
in the rrapply
-package to unmelt
the data.frame to a nested list:
QUESTION
I was given the task to create an NYC Guide project out of Python and Django. I am iterating through a nested dictionary to render boroughs, activities, and venues. The home page lists a handful of boroughs. The boroughs page lists a handful of activities in each borough. The activities page lists a handful of venues to select. My issue is when I click on one of the activities I receive a TracebackError. I am trying to at least render the venues page that has a simple 'VENUES PAGE' on it. I'd love any advice or feedback. This is my first Django project so forgive me if I didn't explain this thoroughly enough. Feel free to ask for further explanation! What I am ultimately trying to do is render an unordered list of venues for each activity in the activities page. I would like each li to be a url that takes me to the venue.html page. It doesn't have to render a specific venue. I can take it from there. I am stuck on this one step. I have already successfully rendered the borough and activities pages, and I have been able to loop through the activities, but when I click on a specific activity I get this error:
"TypeError at /brooklyn/beaches activity() missing 1 required positional argument: 'venues'"
...ANSWER
Answered 2021-Nov-02 at 02:04URLS.PY
QUESTION
I have this dataset and I'm trying to make Bag of Words out of it using sklearn CountVectorizer, but it throws me this error
ValueError: The truth value of a Series is ambiguous. Use a.empty, a.bool(), a.item(), a.any() or a.all().
How can I fix this?
Here's my code :
...ANSWER
Answered 2021-Sep-14 at 07:26I think Token
is supposed to be a collection of string and you are not supposed to pass Token
to CountVectorizer()
when creating a CountVectorizer object
. Please refer to an example usage of CountVectorizer()
below (https://scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.CountVectorizer.html).
QUESTION
Kia ora! I am trying to implement a Chart.JS time cartesian axis. I've read the docs and found out I need to add a datetime library and adapter as of v3.x.x
, so I've done that.
For some reason all my data points are on time=0 from what I can tell. It's like the time value is not being parsed properly, I think.
Chart.js uses timestamps defined as milliseconds since the epoch (midnight January 1, 1970, UTC) internally. However, Chart.js also supports all of the formats that your chosen date adapter accepts. You should use timestamps if you'd like to set parsing: false for better performance.
So, I have configured my API to return millisecond timestamps and defined parsing:false
in the x axis options.
Here is a broken Codepen: https://codepen.io/Finnito/pen/KKqgXez, but the code is also attached below.
...ANSWER
Answered 2021-Sep-04 at 21:03The scales are part of the options object, if you place it in the options it works just fine:
QUESTION
I'm scraping information from some links indicated in the code below.
I'd like to save all the data in a unique CSV file.
I think there is a problem with my code, in fact when I print the detail_flights (or I try to insert them in a CSV file) I obtain only the result of the last link scraped.
...ANSWER
Answered 2021-Sep-02 at 20:36To get the data from all the links, all your code has to be inside the for loop:
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Install Kayak
You can use Kayak 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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