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Merged
merged 14 commits into from
Feb 8, 2023
Merged

Shift to the pymc current version #548

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7c770e9
Shift to the pymc current version
miemiekurisu Aug 13, 2022
f2896dd
little update # 请为您的变更输入提交说明。以 '#' 开始的行将被忽略，而一个空的提交 # 说明将会终止提交。 # # 位…
miemiekurisu Aug 18, 2022
d900a4d
update to pymc4 current
miemiekurisu Aug 23, 2022
0557230
update, 50% changed
miemiekurisu Aug 23, 2022
adee836
ch1 little modify
miemiekurisu Aug 24, 2022
0b323f4
for save some temp update work
miemiekurisu Aug 26, 2022
a6b50e2
update the Chapter3 and little modify the Ch1
miemiekurisu Aug 26, 2022
eee5e51
generate the pictures
miemiekurisu Aug 26, 2022
e96f611
Ch4 updated the praw to 7.6.0 in top_showerthoughts_submissions to …
miemiekurisu Aug 29, 2022
d14068b
Ch4 updated the praw to 7.6.0 in top_showerthoughts_submissions to …
miemiekurisu Aug 29, 2022
fbebc83
Modify and add some comment about mp.sample parameter . Need some rev…
miemiekurisu Sep 3, 2022
ffb460e
change ystockquote to pandas_datareader, as ystockquote is quite outd…
miemiekurisu Sep 7, 2022
55409c7
update reviewnb problems
miemiekurisu Dec 3, 2022
212107a
all review problems solved
miemiekurisu Feb 3, 2023
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1,207 changes: 1,207 additions & 0 deletions Chapter1_Introduction/Ch1_Introduction_PyMC_current.ipynb
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3,449 changes: 3,449 additions & 0 deletions Chapter2_MorePyMC/Ch2_MorePyMC_PyMC_current.ipynb
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1,872 changes: 1,872 additions & 0 deletions Chapter3_MCMC/Ch3_IntroMCMC_PyMC_current.ipynb
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79 changes: 62 additions & 17 deletions Chapter4_TheGreatestTheoremNeverTold/Ch4_LawOfLargeNumbers_PyMC3.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -76,7 +76,10 @@
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
"collapsed": false,
"jupyter": {
"outputs_hidden": false
}
},
"outputs": [
{
Expand Down Expand Up @@ -151,7 +154,10 @@
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
"collapsed": false,
"jupyter": {
"outputs_hidden": false
}
},
"outputs": [
{
Expand Down Expand Up @@ -240,7 +246,10 @@
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
"collapsed": false,
"jupyter": {
"outputs_hidden": false
}
},
"outputs": [
{
Expand Down Expand Up @@ -295,7 +304,10 @@
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
"collapsed": false,
"jupyter": {
"outputs_hidden": false
}
},
"outputs": [
{
Expand Down Expand Up @@ -361,7 +373,10 @@
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": false
"collapsed": false,
"jupyter": {
"outputs_hidden": false
}
},
"outputs": [
{
Expand Down Expand Up @@ -398,7 +413,10 @@
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
"collapsed": false,
"jupyter": {
"outputs_hidden": false
}
},
"outputs": [
{
Expand Down Expand Up @@ -494,7 +512,10 @@
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false
"collapsed": false,
"jupyter": {
"outputs_hidden": false
}
},
"outputs": [
{
Expand All @@ -520,6 +541,9 @@
"execution_count": 8,
"metadata": {
"collapsed": false,
"jupyter": {
"outputs_hidden": false
},
"scrolled": true
},
"outputs": [
Expand Down Expand Up @@ -568,7 +592,10 @@
"cell_type": "code",
"execution_count": 10,
"metadata": {
"collapsed": false
"collapsed": false,
"jupyter": {
"outputs_hidden": false
}
},
"outputs": [],
"source": [
Expand Down Expand Up @@ -602,7 +629,10 @@
"cell_type": "code",
"execution_count": 12,
"metadata": {
"collapsed": false
"collapsed": false,
"jupyter": {
"outputs_hidden": false
}
},
"outputs": [
{
Expand Down Expand Up @@ -662,7 +692,10 @@
"cell_type": "code",
"execution_count": 13,
"metadata": {
"collapsed": false
"collapsed": false,
"jupyter": {
"outputs_hidden": false
}
},
"outputs": [
{
Expand Down Expand Up @@ -736,7 +769,10 @@
"cell_type": "code",
"execution_count": 14,
"metadata": {
"collapsed": false
"collapsed": false,
"jupyter": {
"outputs_hidden": false
}
},
"outputs": [
{
Expand Down Expand Up @@ -883,7 +919,10 @@
"cell_type": "code",
"execution_count": 15,
"metadata": {
"collapsed": false
"collapsed": false,
"jupyter": {
"outputs_hidden": false
}
},
"outputs": [
{
Expand Down Expand Up @@ -999,7 +1038,10 @@
"cell_type": "code",
"execution_count": 16,
"metadata": {
"collapsed": false
"collapsed": false,
"jupyter": {
"outputs_hidden": false
}
},
"outputs": [],
"source": [
Expand Down Expand Up @@ -1079,7 +1121,10 @@
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
"collapsed": false,
"jupyter": {
"outputs_hidden": false
}
},
"outputs": [
{
Expand Down Expand Up @@ -1193,7 +1238,7 @@
"metadata": {
"anaconda-cloud": {},
"kernelspec": {
"display_name": "Python 3",
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
Expand All @@ -1207,9 +1252,9 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.0"
"version": "3.9.12"
}
},
"nbformat": 4,
"nbformat_minor": 0
"nbformat_minor": 4
}
1,478 changes: 1,478 additions & 0 deletions Chapter4_TheGreatestTheoremNeverTold/Ch4_LawOfLargeNumbers_PyMC_current.ipynb
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15 changes: 10 additions & 5 deletions Chapter4_TheGreatestTheoremNeverTold/top_showerthoughts_submissions.py
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Original file line number Diff line number Diff line change
Expand Up @@ -6,18 +6,23 @@
import praw


reddit = praw.Reddit("BayesianMethodsForHackers")
subreddit = reddit.get_subreddit("showerthoughts")

top_submissions = subreddit.get_top(limit=100)
#subreddit = reddit.get_subreddit("showerthoughts")

#top_submissions = subreddit.get_top(limit=100)

#update old praw usage to current version (7.6.0)
#please notice that new Reddit Object usage, especially the praw.ini file
reddit = praw.Reddit("BayesianMethodsForHackers",user_agent="BMFH")
top_submissions = reddit.subreddit("showerthoughts").new(limit=100)


n_sub = int( sys.argv[1] ) if sys.argv[1] else 1

i = 0
while i < n_sub:
top_submission = next(top_submissions)
i+=1

top_post = top_submission.title

upvotes = []
Expand All @@ -26,7 +31,7 @@

for sub in top_submissions:
try:
ratio = reddit.get_submission(sub.permalink).upvote_ratio
ratio = sub.upvote_ratio
ups = int(round((ratio*sub.score)/(2*ratio - 1)) if ratio != 0.5 else round(sub.score/2))
upvotes.append(ups)
downvotes.append(ups - sub.score)
Expand Down
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