CM/CMX v3.5.2: regular improvements based on user feedback

• added -i flag to print memory and disk use before running CM/CMX commands: #1375
• added utils.get_disk_use
• added utils.get_memory_use
• formatted Python modules from the internal repository using autopep8

CM/CMX v3.5.1

• added Collective Mind architecture diagram:
  https://github.com/mlcommons/ck/tree/master/docs/specs/cm-diagram-v3.5.1.png
• added tabulate as requirement based on user feedback
• updated white paper: https://arxiv.org/abs/2406.16791
• merged Anandu's docs update
• added links to archived repositories to keep development history (ck, cm-mlops, etc)

Collective Mind (CM/CMX) v3.4.4: regular enhancements based on user feedback

• improved error reporting in utils.load_json and utils.load_yaml
• added utils.substitute_template
• enhanced 'cm pull repo' based on user feedback

CM/CMX v3.4.3:

V3.4.3

• fixed pyproject.toml
• fixed docs generation
• improved cm pull repo with branch and SHA (#1355)

CM/CMX v3.4.2: added new reusable functions

Added several reusable functions from MLPerf automations:

• added utils.flatten_dict
• added utils.safe_int
• added utils.safe_float
• added utils.get_set
• added utils.digits

CM/CMX v3.4.1: added pyproject.toml to install CM and deprecated setup.py

V3.4.1

• added pyproject.toml to install CM and deprecated setup.py
• reduced Python min version in pyproject.toml to 3.7 for backwards compatibility

CM/CMX v3.3.4: several improvements

• added utils.path2: add quotes if spaces in path
• added utils.update_dict_with_flat_key: update dictionary via flat key (x.y.z)
• added utils.get_value_from_dict_with_flat_key get value from dict via flat key (x.y.z)
• added utils.load_module universal python module loader

V3.3.3: improving logging

• moved "CMX stack error" to -log
• improved CMX error reporting
• fixed CM logger issue

V3.3.1

• allow "cm/cmx pull repo {URL}" along with "cm/cmx pull repo --url={URL}"
• CMX: added "automation_full_path" to -log

CM/CMX v3.2.9: fixed minor bugs

• fixed minor bug with JSON console output
• fixed minor bug with console in cmind.x function