VIME | supervised Learning to Tabular Domain | Machine Learning library
kandi X-RAY | VIME Summary
kandi X-RAY | VIME Summary
Authors: Jinsung Yoon, Yao Zhang, James Jordon, Mihaela van der Schaar. Reference: Jinsung Yoon, Yao Zhang, James Jordon, Mihaela van der Schaar, "VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain," Neural Information Processing Systems (NeurIPS), 2020. This directory contains implementations of VIME framework for self- and semi-supervised learning to tabular domain using MNIST dataset. To run the pipeline for training and evaluation on VIME framwork, simply run python3 -m main_vime.py or see jupyter-notebook tutorial of VIME in tutorial_vime.ipynb. Note that any model architecture can be used as the encoder and predictor models such as CNNs.
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Top functions reviewed by kandi - BETA
- Train VIME - Self - Self Estimation
- VIME model
- Simple MLP algorithm
- VIME estimator
- Load MNIST dataset
- Train the supervised model
- Generate pretext matrix
- Logistic regression
- Perform classification on training dataset
- Convert a vector
- Convert a matrix to a vector
- Compute the accuracy metric
- Generate a binary mask
VIME Key Features
VIME Examples and Code Snippets
Community Discussions
Trending Discussions on VIME
QUESTION
Hey this is ready made code from a Maple Story game That I run a function for me it works for others does not They do not get a timer. seems chr.getFitness() returning null I'm not strong in java I would love if someone would help. Error 1 img
Also they cant pass last stage in game Error 2 img
MapleFitness Script
...ANSWER
Answered 2020-Jul-28 at 20:54Check if the MapleFitness is null and if it is, then create the object before returning like this
QUESTION
I have those structures:
...ANSWER
Answered 2020-Jul-07 at 22:59Using the solution from this answer.
QUESTION
This probably can't be done, but thought I'd ask anyway.
On my SQL Server I have 2 databases, each has different SQL Authentication credentials - different usernames and passwords on each one as each are used by different programs.
What I want to do is an inner join query which links 2 tables, one from each database.
If it was Just Windows authentication, I could use something like:
...ANSWER
Answered 2018-Apr-16 at 11:58I think the best way to show this is with a script. This is pretty much self explanatory, however, if you have any question, please comment:
QUESTION
I have a text file studentlist.txt which reads as follows:
studentlist.txt
...ANSWER
Answered 2018-Apr-08 at 04:58usernames = []
count = 1 #put countoutside
for line in open('studentlist.txt'):
name = line.lower().split()
surname = name[-1]
username = ''.join(name[0:-1])
username_w_surname = username + surname[0]
username_w_surname_integer = username_w_surname + str(count)
if username not in usernames:
usernames.append(username)
elif username_w_surname not in usernames:
usernames.append(username_w_surname)
else:
count = count + 1
usernames.append(username_w_surname_integer)
for entry in usernames:
print (entry)
sam
samf
samg
samc
samv
samv1
samv2
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install VIME
You can use VIME 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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