former | Simple transformer implementation from scratch in pytorch | Machine Learning library
kandi X-RAY | former Summary
kandi X-RAY | former Summary
Simple transformer implementation from scratch in pytorch. See for an in-depth explanation.
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Top functions reviewed by kandi - BETA
- Go to Tensorboard
- Sample a sequence of tokens from the given seed
- Sample from data
- Load enwik8 dataset
- Sample from probability distribution
- Returns the absolute path to the package
- Return the current time in seconds
- Estimate the probability for the given data
- Determine the descriptor of a tensor
- Forward computation
- Slice the diagonal of a matrix
- Mask matrices
- Forward embeddings
- Perform forward attention
- Compute forward attention
- Compute the softmax
former Key Features
former Examples and Code Snippets
Lines of Code : 14
License : No License
Copymeta = self._download_json(url, video_id)
{
...
"summary": "some fancy summary text",
...
}
description = meta.get('summary') # correct
description = meta['summary'] # incorrect
description = self._search_regex(
r']+id="titl youtube-dl -o - "https://www.youtube.com/watch?v=BaW_jenozKcj" | vlc -
def function(func=None,
input_signature=None,
autograph=True,
jit_compile=None,
reduce_retracing=False,
experimental_implements=None,
experimental_autograph_options=None,
def defun(func=None,
input_signature=None,
autograph=True,
experimental_autograph_options=None,
reduce_retracing=False):
"""Compiles a Python function into a callable TensorFlow graph.
`defun` (short for " def locate_tensor_element(formatted, indices):
"""Locate a tensor element in formatted text lines, given element indices.
Given a RichTextLines object representing a tensor and indices of the sought
element, return the row number at which the Community Discussions
Trending Discussions on former
QUESTION
I am querying a database for an item using R2DBC and Spring Integration. I want to extend the transaction boundary a bit to include a handler - if the handler fails I want to roll back the database operation. But I'm having difficulty even establishing transactionality explicitly in my integration flow. The flow is defined as
...ANSWER
Answered 2021-Jun-15 at 18:32Well, it's indeed not possible that declarative way since we don't have hook for injecting to the reactive type in the middle on that level.
Try to look into a TransactionalOperator and its usage from the Java DSL's fluxTransform():
QUESTION
I have about a half million records that look somewhat like this:
...ANSWER
Answered 2021-Jun-15 at 00:50For me, this is a natural fit for awk:
QUESTION
I am using the R programming language. I am trying to install the "Data Mining with R" (DMwR) package. However, when I visit the CRAN website for this package, it seems to be gone:
Package ‘DMwR’ was removed from the CRAN repository.
Formerly available versions can be obtained from the archive.
Archived on 2021-03-16 as check problems were not corrected despite reminders.
A summary of the most recent check results can be obtained from the check results archive.
I visited the Github page for this package
Then, I tried to install this package directly from Github:
...ANSWER
Answered 2021-Jun-14 at 23:27You can install it from the CRAN github mirror (despite it being removed from CRAN), e.g.
QUESTION
I wanna be able to create a hashmap using a javascript object with dynamic keys using useState in react hooks. What I figured so far is that to append a new key value pair, I can just do the following:
...ANSWER
Answered 2021-Jun-14 at 20:00Your second version is close. It will work if map[key] is already set
But otherwise map[key] is undefined, and trying to spread [...undefined] will give you the not iterable error
You can first define the currentValues, and if none use an empty array
QUESTION
I am having issues with my eBAY Scraper and can not work out why. Although it is pulling the data off fine, it misses SOME of the data OFF for the first row and then for each first row of every Loop and therefore the data is not in the correct row.
Q) Why is it missing the data at the start and then for each loop?
I think It may have something to do with the title extracting slower that the rest of the items, however I can not work it out as I am very limited with vba. I have attached a demo, for your viewing.
I am not looking for a full rewite of the code, just pointing in the right direction or a SLIGHT change to MY code. As I stated I and very limited in vba, I can understand my code, anything more advanced will be out of my depth.
Demo Download - Download Excel File
WebSite - Ebay.co.uk
Ebay Product Page - Prodcts Shown may vary browser to browser
I have colour coded it so you can see better
For some reason it misses out Price, Condition, Former Price & Discount for the first item on start and EVERY Loop. For every loop that it misses the items out the Price, Condition, Former Price & Discount become MORE out of line
1st Loop - Items are NOW 2 rows out of line
2nd Loop - Items are NOW 3 rows out of line
As I searched 3 pages (2 pages + 1 extra) and it looped 3 time it has missed the first row on each loop. I am 3 rows out. I think this may have too do with the Title of the item as it extracts a bit slower then the rest of the items
This is my code
...ANSWER
Answered 2021-Jun-14 at 19:47Make sure to skip the first element within your returned collection. Keeping to your code.
QUESTION
I am using a Dedicated SQL Pool (Formerly SQL BW), I have a doubt if this is a new synapse or this will be removed from Azure in the future. I need to know the difference between Dedicated SQL Pool (Formerly SQL BW) and Synapse.
...ANSWER
Answered 2021-Jun-14 at 05:48Azure Synapse brings together data integration, enterprise data warehousing, and big data analytics and provides a unified experience in a single workspace. Dedicated SQL Pools are part of this workspace. However, Dedicated SQL Pool (Formerly SQL DW) will still be a stand-alone service in Azure for those who do not want all the other features of Synapse analytics.
QUESTION
I have a question related to regex pattern as I have a string as below:
...ANSWER
Answered 2021-Jun-13 at 15:41I am assuming that you will be replacing all the number in the string which only have a closing quote (missing opening one).
In that case you can use the following pattern matching.
QUESTION
I need to do a formula in excel that does average to column of votes if it matches to the season in that row, former, and next season (except from the first and last season). For example, if I am in a row on season 3, I need to do average of all the votes in seasons 2,3 and 4. Right now I tried : =AVERAGEIFS(I$2:I$237,B$2:B$237,$B2,B$2:B$237,IF($B2=1,$B2,$B2+1),B$2:B$237,IF($B2=10,$B2,$B2-1))
(I- is the column of votes, B - is the column of seasons) But it returns error: #div/0!
This is a small example of the table.
I would like for help to solve this problem.
...ANSWER
Answered 2021-Jun-12 at 09:28In Averageifs, the different conditions have an AND relationship - so at the moment you are asking for rows that match both previous season AND next season which is impossible. There aren't any, so you get the #DIV/0 error.
Try it with a range instead:
QUESTION
I read someone's code.
...ANSWER
Answered 2021-Jun-12 at 08:27The rules are simple: You include the header files you need. The documentation for any API call includes information on which header to include.
I don't know whether it is always an error to include both and . You would have to consult the documentation for every symbol used by the code to verify.
As noted, though, the Windows SDK header files aren't exclusively used by a C or C++ compiler. The Resource Compiler is another client of those header files. Including after is potentially not even superfluous in this case.
QUESTION
What Every Computer Scientist Should Know About Floating-Point Arithmetic makes the following claim:
Due to roundoff errors, the associative laws of algebra do not necessarily hold for floating-point numbers. For example, the expression (x+y)+z has a totally different answer than x+(y+z) when x = 1030, y = -1030 and z = 1 (it is 1 in the former case, 0 in the latter).
How does one reach the conclusion in their example? That is, that (x+y)+z=1 and x+(y+z)=0?
I am aware of the associative laws of algebra, but I do not see the issue in this case. To my mind, both x and y will overflow and therefore both have an integer value that is incorrect but nonetheless in range. As x and y will then be integers, they should add as if associativity applies.
...ANSWER
Answered 2021-Jan-14 at 22:56Round off error, and other aspects of floating point arithmetic, apply to floating point arithmetic as a whole. While some of the values that a floating point variable can store are integers (in the sense that they are whole numbers), they are not integer-typed. A floating point variable cannot store arbitrarily large integers, any more than an integer variable can. And while wraparound integer arithmetic will make (a+b)-a=b for any unsigned integer-typed a and b, the same is not true for floating point arithmetic. The overflow rules are different.
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Install former
You can use former 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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