rising | Provides everything needed for high performance data loading | Machine Learning library
kandi X-RAY | rising Summary
kandi X-RAY | rising Summary
Rising is a high-performance data loading and augmentation library for 2D and 3D data completely written in PyTorch. Our goal is to provide a seamless integration into the PyTorch Ecosystem without sacrificing usability or features. Multiple examples for different use cases can be found in our tutorial docs e.g. 2D Classification on MedNIST, 3D Segmentation of Hippocampus (Medical Decathlon), Example Transformation Output, Integration of External Frameworks.
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Top functions reviewed by kandi - BETA
- Return a dictionary of the command - line arguments
- Construct a ConfigParser from a root
- Get the project root directory
- Extract the version information
- Interpolate the input vectors
- Reshapes a tensor
- Reshape a list
- Create the versioneer config file
- Install versioneer
- Assemble the matrix
- Context manager that patches the dataset
- Concatenate the given data
- Context manager that patches the collate_fn
- Rot 90 degrees
- Convert source to segment
- Resolve a requirements file
- Transform data into box coordinates
- Perform the forward operation
- Perform a forward transformation on the data
- Increment the scheduler
- Concatenate a matrix
- Extract version information from VCS
- Forward a batch of samples
- Scans the setup py file and checks for missing values
- Create a dataset from a given path
- Assemble a matrix from data
rising Key Features
rising Examples and Code Snippets
import re, requests
def yahoo_hl(ticker):
headers={"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:86.0) Gecko/20100101 Firefox/86.0"}
xml = requests.get(f'https://feeds.finance.yahoo.com/rss/2.0/headline?s={ticker}',
podman run -i -t -v /path/to/input/data:/mnt/input -v /path/to/output/data:/mnt/output python_app /bin/bash
from collections import namedtuple
Question = namedtuple("Question", ['txt', 'rsp', 'score']) #Creates easy to use tuple with named elements
def stock_score(quiz_list: list) -> int:
# asks series of questions defined in quiz_list
s = {'Test in Rising', 'Absorption Vol', 'Stopping Vol'}
df.groupby('Ticker').filter(lambda sf: s.issubset(sf['SOS']))
Ticker SOS Date
0 SEDG Absorption Vol 2021-12-14
1 SEDG Stopping
#in set is not defined order, so use list ot tuple
L = ['Stopping Vol', 'Absorption Vol', 'Test in Rising']
#filter rows if match all 3 values
df1 = df.groupby('Ticker').filter(lambda sf: set(L).issubset(sf['SOS']))
#get only rows with L
for h in headlines:
print(h.text)
f.write(h.text+"\n")
f.close()
import threading
import time
import RPi.GPIO as GPIO
GPIO.setmode(GPIO.BCM)
TSL237Pin = 16
GPIO.setup(TSL237Pin, GPIO.IN, pull_up_down=GPIO.PUD_OFF)
class TSL237():
def __init__(self, pin):
self.pin = pin
self.puls
L =[2008,2009, 2010, 2011, 2012, 2013, 2014, 2015,2016,2017, 2018, 2019]
df['season'] = pd.Categorical(df['season'], ordered=True, categories=L)
df = df.sort_values(['season','match_id'], ignore_index=True)
L =[20
condition = (y > -0.25) & (y < 0.25)
padded = np.concatenate(((False, ), condition, (False, )))
print(np.flatnonzero(np.diff(padded)).reshape((-1, 2)))
rising = np.flatnonzero(padded[1:] & ~padded[:-1
plt.plot(x, y, drawstyle='steps-post')
Community Discussions
Trending Discussions on rising
QUESTION
I'm aiming to reproduce an animated figure by Ed Hawkins on climate change in R
with gganimate
. The figure is called climate spiral. While a static ggplot
figure shows the correct order of lines by year (the most recent data on top), the animated plot with transition_reveal()
results in a wrong order of the lines.
Here is a reproducible example code with synthetic data:
...ANSWER
Answered 2022-Mar-24 at 04:25This isn't the answer per se. This is the why. You'll have to tell me what you prefer given this information for me to give you a solution.
I tried a few things—each of which I was just sure would work but did not. So, I wanted to see what was happening in ggplot
. My hunch proved correct. Your data is in order of value_yr
in the png
, not year
.
I repeat this question at the end:
Either you can put the animation in order of
value_yr
or you can put the color inggplot
in order by year. Which would you prefer?
How do I know? I extracted the assigned colors in the object.
QUESTION
My application evaluates quoted expressions received from remote clients. Overtime, my system's memory increases and eventually it crashes. What I've found out is that:
When I execute the following code from Clojure's nrepl in a docker container:
...ANSWER
Answered 2022-Mar-12 at 07:48There's no easy way to get around this as each call to eval
creates a new class, even though the form you're evaluating is exactly the same. By itself, JVM will not get rid of new classes.
There are two ways to circumvent this:
- Stop using
eval
altogether (by e.g. creating your own DSL or your own version ofeval
with limited functionality) or at least use it less frequently, e.g. by batching the forms you need to evaluate - Unload already loaded classes - I haven't done it myself and it probably requires a lot of work, but you can follow answers in this topic: Unloading classes in java?
QUESTION
I'm trying to implement JK flip-flop in VHDL, and here is my code:
...ANSWER
Answered 2022-Mar-02 at 05:22So your temp := value when ... else ...
statement only works outside of a process statement. So you've got three options.
Upgrade to VHDL 2008, where you can also use this kind of statement in a process.
Option 2Use a global variable to store the next value... something like:
QUESTION
I'm trying to implement some logic that is either triggered on a rising or falling edge of the same clock, depending on a clock polarity signal. I tried the following but got an error message in Quartus 15.1 (error id: 10628): "Can't implement register for two clock edges combined with a binary operator".
...ANSWER
Answered 2022-Jan-24 at 01:45Edit: I misunderstood the question. The below only applies if pol
is a constant:
Try the oldschool way of writing this, with separate event attribute and level:
QUESTION
I'm trying to implement my own NFT-contract, following this tutorial on NEAR, and the Non-Fungible Token (NEP-171) specifications. The tutorial is in Rust
, but I'm trying to do something similar with AssemblyScript
. I thought if I implemented the methods with the correct names and signature, it would be possible for the NEAR wallet to call the respective methods (e.g. nft_tokens_for_owner
) on my NFT-contract. I'm just wondering if I'm missing something, or if I have the wrong understanding on how it's suppose to work.
I have minted one NFT-token, using the nft_mint
method in my contract, using my own testnet account. The transaction can be found here. However, the NFT is not displayed in the "Collectibles" tab in my testnet wallet.
My contract (index.ts) looks like this:
...ANSWER
Answered 2022-Jan-19 at 13:48After asking around, I was pointed to two different GitHub repositories that implemented an NFT-token smart contract in AssemblyScript.
- https://github.com/dOrgTech/proof-of-attendance
- https://github.com/vgrichina/humanguild-nft/tree/lisbon
After going through those repositories, I noticed that my contract wasn't that far off to be able to display my NFT-tokens in the wallet. I had to implement one more function, nft_metadata()
.
I did have metadata in my contract, but as a variable, metadata
. Returning the same metadata in nft_metadata()
seemed to do the trick
QUESTION
I'm trying my hand at teaching myself some Verilog. I'm trying to make a mod-10 counter that iterates every second or so. The code I'm trying to modify is some I found on an old forum.
I've tried to use a secondary counter that iterates on every rising edge of the 26th bit of "counter". Am I not allowed to check for such an event? How might I do this in other ways?
...ANSWER
Answered 2022-Jan-17 at 20:57You get the syntax error because the usage of the posedge
keyword is illegal in the following line:
QUESTION
I have a dataframe like the one below, just as an example of my dataframe (the list of tickers I have is very long). I would like to get a new dataframe where all the tickers which are accomplishing the 3 SOS signals 'Absorption Vol', 'Stopping Vol', 'Test in Rising'
appear as a result.
ANSWER
Answered 2022-Jan-11 at 21:45.groupby('Ticker')
first, then you can check if each group's SOS column contains the necessary values.
QUESTION
I was implementing an iterator that takes another float values producing input iterator and returns true if a rising was detected. So, the iterator works effectively as a Software-ADC (Analog-Digital-Converter).
I've minimized the actual code to the following:
...ANSWER
Answered 2021-Dec-24 at 13:57This can be done by reimplementing the operator so that its internal data holds just the bool
value, instead of the floating point value from which the bool
value is derived only when the iterator gets dereferenced.
In other words, the dereferencing iterator should simply be:
QUESTION
I had set code to crawl headlines from the website https://7news.com.au/news/coronavirus-sa and tried to save headlines into txt file.
I wrote the following code:
...ANSWER
Answered 2021-Dec-24 at 11:38Try to add \n
in f.write()
so your string h
will write to new line
QUESTION
I'm running a security scanner against an app I'm developing and it's rising red alert, maximum security thread for the gem rotr which uses in its Gemfile source with HTTP protocol revealing a possibility for man in the middle attack that potentially can allow an attacker to inject any code into an application
The link to Gemfile in question - https://github.com/mdp/rotp/blob/master/Gemfile
It states:
...ANSWER
Answered 2021-Dec-23 at 08:10In your example, the gem would be loaded via HTTPS, because the Gemfile
of a dependency will not be loaded at all. From dependencies, only the gemspec
file is evaluated by Bundler. The gem's Gemfile
is only used during the development of that gem. Interesting read in this context: How bundler priorities sources.
The following for the interested reader why it is important to use HTTPS
when downloading gems:
When you load a gem from a non-HTTPS source and there is a man-in-the-middle attacker then this attacker would be able to send you back anything instead of the gem you requested.
Of course, there are man ifs and whens. But let's imagine you are going to download a gem on a non-secure communication channel like pure HTTP. And let's imagine there is a man-in-the-middle attacker that is able to sniff your traffic. This might be possible when using the same WiFi in a café or hotel, or when there are different customers on virtual servers in a data center or they have physical access to your landline.
Because they can read your unencrypted request for a gem then know what gems you are using. Now imagine that they do not just sniff your traffic but instead manipulate the response from the servers to you too. When you, for example, request a new version of a popular gem to handle user authentication and authorization or payments they could send you back their version instead of the original version.
And their version could include some minor changes like:
- when loaded the gem could upload your Gemfile to the attacker which would give the attacker a great overview of your application.
- when loaded the gem could take all
ENV
variables and/orRails.credentials
and upload them to a server that is controlled by the attacker. This would certainly git the attacker all your application's passwords. - because it changed the original gem dealing with user credentials the malicious gem would be able to track users or your admin credentials when they log in or update their credentials. Given that many users use the same email/password combination everywhere this would be a nightmare.
- if the gem can read
ENV
variables orRails.credentials
then that means that it could change them too. For example, to connect to another payment provider would mean your customer's payment would be redirected into a different account. - And on top of that, the malicious gem could also replace itself with the original gem once it was loaded into memory. What would make it difficult to figure out that your server was attacked.
tl;dr When an attacker is able to do a man-in-the-middle attack then they can send you malicious versions of a gem. These malicious gems could do almost everything with your application you can imagine. Sure, attacks like this are not simple, but they are not super-hard neither.
The rule of thumb is: Always use HTTPS whenever possible (not just for downloading gem but for all network traffic).
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