Keras image explainer not working

[mv96]

OS: macOS Monterey v12.2.1
Hardware: MacBook Pro (13-inch, M1, 2020)
Chip: Apple M1
Python 3.9.10

AttributeError Traceback (most recent call last)
Input In [22], in
10 warnings.simplefilter("ignore") # disable Keras warnings for this tutorial
11 import keras
---> 14 import eli5

File ~/miniforge3/envs/tf_gpu/lib/python3.9/site-packages/eli5/init.py:6, in
2 from future import absolute_import
4 version = '0.11.0'
----> 6 from .formatters import (
7 format_as_html,
8 format_html_styles,
9 format_as_text,
10 format_as_dict,
11 )
12 from .explain import explain_weights, explain_prediction
13 from .sklearn import explain_weights_sklearn, explain_prediction_sklearn

File ~/miniforge3/envs/tf_gpu/lib/python3.9/site-packages/eli5/formatters/init.py:9, in
2 """
3 Functions to convert explanations to human-digestible formats.
4
5 TODO: IPython integration, customizability.
6 """
8 from .text import format_as_text
----> 9 from .html import format_as_html, format_html_styles
10 try:
11 from .as_dataframe import (
12 explain_weights_df, explain_weights_dfs,
13 explain_prediction_df, explain_prediction_dfs,
14 format_as_dataframe, format_as_dataframes,
15 )

File ~/miniforge3/envs/tf_gpu/lib/python3.9/site-packages/eli5/formatters/html.py:22, in
18 from .trees import tree2text
19 from .text_helpers import prepare_weighted_spans, PreparedWeightedSpans
---> 22 template_env = Environment(
23 loader=PackageLoader('eli5', 'templates'),
24 extensions=['jinja2.ext.with_'])
25 template_env.globals.update(dict(zip=zip, numpy=np))
26 template_env.filters.update(dict(
27 weight_color=lambda w, w_range: format_hsl(weight_color_hsl(w, w_range)),
28 remaining_weight_color=lambda ws, w_range, pos_neg:
(...)
33 format_decision_tree=lambda tree: _format_decision_tree(tree),
34 ))

File ~/miniforge3/envs/tf_gpu/lib/python3.9/site-packages/jinja2/environment.py:363, in Environment.init(self, block_start_string, block_end_string, variable_start_string, variable_end_string, comment_start_string, comment_end_string, line_statement_prefix, line_comment_prefix, trim_blocks, lstrip_blocks, newline_sequence, keep_trailing_newline, extensions, optimized, undefined, finalize, autoescape, loader, cache_size, auto_reload, bytecode_cache, enable_async)
360 self.policies = DEFAULT_POLICIES.copy()
362 # load extensions
--> 363 self.extensions = load_extensions(self, extensions)
365 self.is_async = enable_async
366 _environment_config_check(self)

File ~/miniforge3/envs/tf_gpu/lib/python3.9/site-packages/jinja2/environment.py:117, in load_extensions(environment, extensions)
115 for extension in extensions:
116 if isinstance(extension, str):
--> 117 extension = t.cast(t.Type["Extension"], import_string(extension))
119 result[extension.identifier] = extension(environment)
121 return result

File ~/miniforge3/envs/tf_gpu/lib/python3.9/site-packages/jinja2/utils.py:149, in import_string(import_name, silent)
147 else:
148 return import(import_name)
--> 149 return getattr(import(module, None, None, [obj]), obj)
150 except (ImportError, AttributeError):
151 if not silent:

AttributeError: module 'jinja2.ext' has no attribute 'with_'

[amaiya]

pip install jinja2==3.0.3 should solve this.

[lopuhin]

Right, it should be resolved in master and in latest release