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Hi
I have setup and installed `cuda 11.6` on a `Tesla T4 GPU` on a AWS machine. Below is the screenshot of `nvidia smi`
![Capture](https://user-images.githubusercontent.com/20199336/227714241-3…
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# Import necessary libraries
import pandas as pd
from sklearn.feature_extraction.text import TfidfVectorizer
from sklearn.model_selection import train_test_split
from sklearn.naive_bayes import Multin…
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## Motivation
At the moment, ZairaChem only works with **binary classification** tasks. However, in a real-world scenario, we often encounter **regression tasks**, for example, to predict the IC50 va…
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Hello Jeff,
while checking in the PNN source code from the Analyst, I saw, that there is an interface, to use unsupervised machine learning method available, but no interface to higher levels, to use …
wiemp updated
7 years ago
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I'm trying to visualize a decision tree. The interpretable ML book has a nice visualization for it:
```R
library("partykit")
set.seed(42)
n = 100
dat_sim = data.frame(feature_x1 = rep(c(3,3,4,4…
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Hello, thanks for your excellent work. I'm trying to build an easy-to-use pipeline for predicting the risk of a disease. It includes two modules, the automatic segmentation module and a SCCAN predicti…
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:red_circle: **Title** : Text Classification for Spam Detection
:red_circle: **Aim** : Create a text classification system to detect spam messages using machine learning techniques.
:red_circle:…
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### Describe the workflow you want to enable
It would be great to have temperature scaling available as a post-hoc calibration method for binary and multi-class classifiers, for example in `Calibrate…
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### Willingness to contribute
No. I cannot contribute this feature at this time.
### Proposal Summary
Like classification and regression do you have any plan or current support for deep learning mo…
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Some helper functions which return a dictionary with metrics. Will of course not always be applicable but cover most cases in which I see writing myself these functions over and over again.
Should…