Dendrite hyperparameter search

[jeremyforest]

• Makefile allows to run all analysis and figure scripts from the data (I have not added the steps to run the config for generating the searches)
• modified analyze_results.py to consider either best, last task or all results
• hyperparameter_search.py contains all configs to run the searches
• hyperparameter_figures.py contains all code to make the figures stored in figs.

Ref Jira #RES-2226 , #RES-2227, #RES-2250

[jeremyforest]

@subutai @karangrewal any idea why the check_style check is failling ?

#!/bin/bash -eo pipefail
mkdir -p test_results/flake8
~/.local/bin/flake8 --show-source --format junit-xml --output-file test_results/flake8/results.xml nupic tests projects

Traceback (most recent call last):
  File "/home/circleci/.local/lib/python3.7/site-packages/flake8/plugins/manager.py", line 158, in load_plugin
    self._load()
  File "/home/circleci/.local/lib/python3.7/site-packages/flake8/plugins/manager.py", line 135, in _load
    self._plugin = self.entry_point.load()
  File "/home/circleci/.local/lib/python3.7/site-packages/entrypoints.py", line 82, in load
    mod = import_module(self.module_name)
  File "/usr/local/lib/python3.7/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1006, in _gcd_import
  File "<frozen importlib._bootstrap>", line 983, in _find_and_load
  File "<frozen importlib._bootstrap>", line 967, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 677, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 728, in exec_module
  File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
  File "/home/circleci/.local/lib/python3.7/site-packages/flake8_black.py", line 10, in <module>
    import black
  File "/home/circleci/.local/lib/python3.7/site-packages/black.py", line 39, in <module>
    from appdirs import user_cache_dir
ModuleNotFoundError: No module named 'appdirs'

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/home/circleci/.local/bin/flake8", line 8, in <module>
    sys.exit(main())
  File "/home/circleci/.local/lib/python3.7/site-packages/flake8/main/cli.py", line 18, in main
    app.run(argv)
  File "/home/circleci/.local/lib/python3.7/site-packages/flake8/main/application.py", line 393, in run
    self._run(argv)
  File "/home/circleci/.local/lib/python3.7/site-packages/flake8/main/application.py", line 380, in _run
    self.initialize(argv)
  File "/home/circleci/.local/lib/python3.7/site-packages/flake8/main/application.py", line 363, in initialize
    self.find_plugins()
  File "/home/circleci/.local/lib/python3.7/site-packages/flake8/main/application.py", line 199, in find_plugins
    self.check_plugins.load_plugins()
  File "/home/circleci/.local/lib/python3.7/site-packages/flake8/plugins/manager.py", line 410, in load_plugins
    plugins = list(self.manager.map(load_plugin))
  File "/home/circleci/.local/lib/python3.7/site-packages/flake8/plugins/manager.py", line 297, in map
    yield func(self.plugins[name], *args, **kwargs)
  File "/home/circleci/.local/lib/python3.7/site-packages/flake8/plugins/manager.py", line 408, in load_plugin
    return plugin.load_plugin()
  File "/home/circleci/.local/lib/python3.7/site-packages/flake8/plugins/manager.py", line 165, in load_plugin
    raise failed_to_load
flake8.exceptions.FailedToLoadPlugin: Flake8 failed to load plugin "BLK" due to No module named 'appdirs'.

Exited with code exit status 1

CircleCI received exit code 1