Ben Ben-Karr

## #3844.ipynb

      
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                Ben-Karr
                / #3844.ipynb
            
            
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              December 17, 2022 19:30
            
              
                fastai-fix-3844
              
          
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## [fastai]-Captum-Callback.ipynb

      
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                Ben-Karr
                / [fastai]-Captum-Callback.ipynb
            
            
              Created
              November 10, 2022 10:58
            
              
                coding/tmp_store/[fastai]-Captum-Callback.ipynb
              
          
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## [fastai]-weighted_dl.ipynb

      
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                Ben-Karr
                / [fastai]-weighted_dl.ipynb
            
            
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              September 25, 2022 18:01
            
              
                Fastai- Fixed WeightedDL creates dls as expected
              
          
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## fastai_tabular_starter.py
from fastai.tabular.all import *
path = untar_data(URLs.ADULT_SAMPLE)
df = pd.read_csv(path/'adult.csv')
dls = TabularDataLoaders.from_csv(path/'adult.csv', path=path, y_names="salary",
    cat_names = ['workclass', 'education', 'marital-status', 'occupation', 'relationship', 'race'],
    cont_names = ['age', 'fnlwgt', 'education-num'],
    procs = [Categorify, FillMissing, Normalize])

splits = RandomSplitter(valid_pct=0.2)(range_of(df))
to = TabularPandas(df, procs=[Categorify, FillMissing,Normalize],

## fastai_vision_starter.py
from fastai.vision.all import *
path = untar_data(URLs.PETS)
files = get_image_files(path/"images")
def label_func(f): return f[0].isupper()
dls = ImageDataLoaders.from_name_func(path, files, label_func, item_tfms=Resize(224))
learn = vision_learner(dls, resnet34, metrics=error_rate)
learn.fine_tune(1)

## restrictYT.html
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta http-equiv="X-UA-Compatible" content="IE=edge">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Restrict Youtube</title>
    <script type="text/javascript">
        function load_video(){
            var youtube_frame = document.getElementById("youtube_frame");
            var youtube_id = document.getElementById("youtube_id");

## [fastai]-num_workers.ipynb

      
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                Ben-Karr
                / [fastai]-num_workers.ipynb
            
            
              Last active
              September 7, 2022 10:27
            
              
                coding/tmp_store/num_workers.ipynb
              
          
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	from fastai.tabular.all import *
	path = untar_data(URLs.ADULT_SAMPLE)
	df = pd.read_csv(path/'adult.csv')
	dls = TabularDataLoaders.from_csv(path/'adult.csv', path=path, y_names="salary",
	cat_names = ['workclass', 'education', 'marital-status', 'occupation', 'relationship', 'race'],
	cont_names = ['age', 'fnlwgt', 'education-num'],
	procs = [Categorify, FillMissing, Normalize])

	splits = RandomSplitter(valid_pct=0.2)(range_of(df))
	to = TabularPandas(df, procs=[Categorify, FillMissing,Normalize],
	from fastai.vision.all import *
	path = untar_data(URLs.PETS)
	files = get_image_files(path/"images")
	def label_func(f): return f[0].isupper()
	dls = ImageDataLoaders.from_name_func(path, files, label_func, item_tfms=Resize(224))
	learn = vision_learner(dls, resnet34, metrics=error_rate)
	learn.fine_tune(1)
	<html lang="en">
	<head>
	<meta charset="UTF-8">
	<meta http-equiv="X-UA-Compatible" content="IE=edge">
	<meta name="viewport" content="width=device-width, initial-scale=1.0">
	<title>Restrict Youtube</title>
	<script type="text/javascript">
	function load_video(){
	var youtube_frame = document.getElementById("youtube_frame");
	var youtube_id = document.getElementById("youtube_id");