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@aparrish
aparrish / spacy_intro.ipynb
Last active August 9, 2023 01:41
NLP Concepts with spaCy. Code examples released under CC0 https://creativecommons.org/choose/zero/, other text released under CC BY 4.0 https://creativecommons.org/licenses/by/4.0/
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@aparrish
aparrish / understanding-word-vectors.ipynb
Last active July 1, 2024 08:20
Understanding word vectors: A tutorial for "Reading and Writing Electronic Text," a class I teach at ITP. (Python 2.7) Code examples released under CC0 https://creativecommons.org/choose/zero/, other text released under CC BY 4.0 https://creativecommons.org/licenses/by/4.0/
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@AustinRochford
AustinRochford / pymc3_bsplines.ipynb
Last active September 15, 2022 21:08
PyMC3 BSplines
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@aparrish
aparrish / csv-intro.ipynb
Last active July 18, 2023 20:00
Quick intro to CSVs. Code examples released under CC0 https://creativecommons.org/choose/zero/, other text released under CC BY 4.0 https://creativecommons.org/licenses/by/4.0/
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@grimzy
grimzy / git-pull-all
Created September 15, 2017 02:15
Git pull all remote branches
#!/usr/bin/env bash
git branch -r | grep -v '\->' | while read remote; do git branch --track "${remote#origin/}" "$remote"; done
git fetch --all
git pull --all
@junpenglao
junpenglao / Bayesian_Mixture_PyMC3.ipynb
Last active July 16, 2022 20:57
Identifying Bayesian Mixture Models in PyMC3 (port of Stan case study http://mc-stan.org/users/documentation/case-studies/identifying_mixture_models.html)
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@AustinRochford
AustinRochford / bayes_param_survival_pymc3.ipynb
Last active November 1, 2021 10:46
Bayesian Parametric Survival Analysis with PyMC3
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@eveskew
eveskew / discrete_missingness_multiple_cats.R
Created December 4, 2018 20:12
Discrete missing values in Stan when the number of categories > 2
# Categorical missing data in Stan
# Demonstrated with three categories
# Code and ideas adapted from @rmcelreath
# https://gist.github.com/rmcelreath/9406643583a8c99304e459e644762f82
# Code and ideas discussed with @dmontecino
# https://gist.github.com/dmontecino/b804853e4b36a57990a7108a35201cf5
@ericyd
ericyd / main.rs
Created March 24, 2020 04:20
Flow field in rust
// Cargo.toml
// ===============
// [package]
// name = "flow-field-1"
// version = "0.1.0"
// authors = ["ericyd <eric@ericyd.com>"]
//
// [dependencies]
// nannou = "0.13"
//
@iiLaurens
iiLaurens / generate.py
Last active November 2, 2022 16:17
Blackjack Markov Decision Process generator for python MDPToolBox
import numpy as np
import pandas as pd
from itertools import product
from functools import reduce
ACTIONLIST = {
0: 'skip',
1: 'draw'
}