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@sidravi1
sidravi1 / decison_sim.py
Last active May 21, 2020 10:35
Expected utility vs. prediction probs
import pandas as pd
import numpy as np
from sklearn.datasets import load_breast_cancer
from sklearn.linear_model import LogisticRegression
from sklearn.model_selection import train_test_split
import seaborn as sns
import matplotlib.pyplot as plt
@sidravi1
sidravi1 / hmc_anim.py
Created June 15, 2019 05:19
HMC animation
import autograd.numpy as np
import scipy.stats as st
import matplotlib.pyplot as plt
import matplotlib.animation as animation
import matplotlib as mpl
import seaborn as sns
from minimc.minimc.minimc_slow import hamiltonian_monte_carlo as hmc_slow
from minimc.minimc import neg_log_normal, mixture
@sidravi1
sidravi1 / altair_hist_example
Last active August 28, 2018 14:16
Altair filtered histogram greater than selection
## Altair chart for Rafa
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import altair as alt
import seaborn as sns
from matplotlib import colors
# Create data