davipatti

davipatti

import matplotlib.pyplot as plt

ax = plt.gca()

axis_to_data = ax.transAxes + ax.transData.inverted()
data_to_axis = axis_to_data.inverted()

davipatti

import aesara as ae
import numpy as np

print("aesara version", ae.__version__)

np.random.seed(42)
m, n = 10, 12
arr = np.random.choice([0, 1], p=[0.75, 0.25], size=m * n).reshape(m, n)

print("\ninput:")

davipatti

import arviz as az

def make_trace(path: str, fun: Callable, *args, **kwargs):
    """
    Try to load a pymc trace from a path. If the path doesn't exist then generate
    the trace by calling fun.

    Args:
        path: Path to Netcdf file.
        fun: Callable that returns a PyMC trace.

davipatti

davipatti

from IPython.display import HTML
HTML("""
<script>
code_show = true;
function code_toggle() {
  if (code_show) {
    $('div.input').hide();
  } else {
    $('div.input').show();
  } code_show = !code_show

davipatti

Getting this type of error when trying to convert an ipynb containing an interactive plotly figure generated in vscode.

$ jupyter nbconvert test.ipynb
[NbConvertApp] Converting notebook test.ipynb to html
.../pelican-env/lib/python3.11/site-packages/nbconvert/filters/datatypefilter.py:39: UserWarning: Your element with mimetype(s) dict_keys(['application/vnd.plotly.v1+json']) is not able to be represented.
  warn("Your element with mimetype(s) {mimetypes}"
[NbConvertApp] Writing 330169 bytes to test.html

davipatti

aiofiles==22.1.0
aiosqlite==0.18.0
anyio==3.6.2
appnope==0.1.3
argon2-cffi==21.3.0
argon2-cffi-bindings==21.2.0
arrow==1.2.3
attrs==22.2.0
Babel==2.12.1
backcall==0.2.0

davipatti

[notice] A new release of pip available: 22.2.2 -> 23.0
[notice] To update, run: pip install --upgrade pip
/var/lib/condor/execute/slot1/dir_3008122/lib.py:15: UserWarning: mfsera not installed
  warnings.warn("mfsera not installed")
ERROR (aesara.graph.rewriting.basic): Rewrite failure due to: constant_folding
ERROR (aesara.graph.rewriting.basic): node: Subtensor{int64}(TensorConstant{[  31 1520]}, ScalarConstant{0})
ERROR (aesara.graph.rewriting.basic): TRACEBACK:
ERROR (aesara.graph.rewriting.basic): Traceback (most recent call last):
  File "/var/lib/condor/execute/slot1/dir_3008122/packages/aesara/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)

davipatti

 0     0 a= 1.233 c= 0.036
 0   100 a=-0.130 c= 0.014
 0   200 a=-0.260 c=-1.752
 0   300 a= 1.626 c=-1.839
 0   400 a= 0.291 c= 0.438
 0   500 a=-0.091 c=-0.126
 0   600 a= 0.383 c= 0.046
 0   700 a= 0.959 c= 0.280
 0   800 a=-1.368 c= 1.264
 0   900 a= 0.415 c=-0.102