Skip to content

Instantly share code, notes, and snippets.

View usptact's full-sized avatar

Vladislavs Dovgalecs usptact

View GitHub Profile
@usptact
usptact / ordinal_pymc3_DBDA23.2.2.py
Created January 25, 2017 02:23 — forked from DanielWeitzenfeld/ordinal_pymc3_DBDA23.2.2.py
functional implementation of ordinal predicted variable
import seaborn as sns
import pymc3 as pm
import numpy as np
from scipy.stats import norm
import pandas as pd
import theano.tensor as T
from theano.compile.ops import as_op
# Generate True data
#
# Attempt to implement Dawid-Skene model in PyMC3 (probably working)
#
import pymc3 as pm
import numpy as np
import matplotlib.pyplot as plt
import theano
import sys
#
# Attempt to implement Dawid-Skene model in PyMC3 (broken)
#
import pymc3 as pm
import numpy as np
import matplotlib.pyplot as plt
import theano
import sys
@usptact
usptact / Estimating coin bias from noisy observations
Created December 24, 2016 01:43
Estimating coin bias from noisy observations
#
# Estimate coin bias given multiple observations from adversarial experts.
#
import sys
import pymc3 as pm
import numpy as np
import theano.tensor as tt
import matplotlib.pyplot as plt
@usptact
usptact / keybase.md
Last active January 13, 2023 05:59
keybase.io manifest

Keybase proof

I hereby claim:

  • I am usptact on github.
  • I am xeon (https://keybase.io/xeon) on keybase.
  • I have a public key whose fingerprint is 20E1 A134 927A DF11 C161 F498 9F70 1928 BDBA A247

To claim this, I am signing this object: