0.7.0

0.7.0

WARNING: This release contains breaking changes described in
https://discourse.numenta.org/t/warning-0-7-0-breaking-changes/2200

• Stop calling the backtracking_tm tests "tm tests" (#3650)
• Update hierarchy demo to fix regression
• Clean up BacktrackingTM's public API (#3645)
• Make region file names snake_case (part 7) (#3640)
• Removed references to obsolete tm_py_fast shim (#3639)
• Updated OPF Metric API docs (#3638)
• updated init.py to include missing encoders (#3487)
• Fixed anomaly likelihood doc problems. (#3629)
• Updates swarming, some region code to snake_case (part 6) (#3627)
• Fixed OPF util helpers module names. (#3625)
• Complete RST docs for nupic.support (#3624)
• Deleted nupic.support.features* (unused) (#3622)
• Removed nupic.support.exceptions (unused) (#3620)
• Proper snake_case for nupic.support (part 5) (#3618)
• Snake case nupic.encoders (part 4) (#3614)
• Moved opf_helpers module to helpers (#3610)
• Removes unused code from nupic.support (#3616)
• Applying snake_case module name standards (PART 3) (#3611)
• Fixed support initLogging docstring params
• Finished OPF utils and env docs
• Documented OPF Basic Env
• Documented OPF ENv
• Documenting OPF Task Driver
• Documenting OPF experiment runner
• Removed OPF utils PredictionElement (#3604)
• Partial doc of experiment description api
• NUP-2429 Add .gitignore with first_order_0.csv to prevent accedental commits of this generated file.
• Documented cluster_params canned model config
• Documented OPF model exceptions
• Finished doccing opf_utils
• Documenting OPF utils
• Removed predictedField from HTMPredictionModel constructor (#3600)
• NUP-2420 Renamed tm_shim.py to BacktrackingTM_shim.py
• Removes inputRef / bookmark params from appendRecord (#3597)
• Documented nupic.data (#3593)
• OPF Model docstrings (#3589)
• Remove obsolete nupic.research.bindings check
• Removed unimplemented abstract methods (#3596)
• Removed WeatherJoiner code from old example (#3595)
• Updated snakecase opf_utils in RST docs (#3585)
• Renamed tm_ccp test so it runs
• Moved research tm_cpp_test.py back into nupic.research
• Removed base.Encoder.formatBits() (#3582)
• Replace dump() with define str in Encoders. Issue #1518 (#3559)
• Complete encoder docstrings (#3579)
• Removed nupic.research, moved contents to nupic.algorithms
• move zip logic into 'build_script'
• Add support for artifacts deployed to S3 named according to sha
• Snake case module names PART 2 (#3561)
• Remove old examples Part 2 (#3562)
• NUP-2401: Check for prediction results discrepancies (#3558)
• NUP-2397: rename TP* to TM* (#3555)
• NUP-2405: quick-start guide for the Network API (#3557)
• Snake case module names PART 1 (#3550)
• NUP-2394: network API code example (#3520)
• Remove old examples Part 1 (#3551)
• Docs: InferenceShifter,ModelResult,SensorInput,InferenceType (#3549)
• CLAModel name changed to HTMPredictionModel (#3516)
• Updating FileRecordStream docstrings (#3545)
• Fieldmeta docstrings (#3541)
• Update KNNClassifier docstrings (#3535)
• SDRClassifier docs, default config docs
• Updates anomaly docstrings (#3537)
• [NUP-2399] Added style guides to new guide (#3528)
• NUP-2396 Allow SensorRegion to pass actValue and bucketIdx to SDRClassifierRegion
• Added anomaly detection guide (#3521)
• NUP-2389 Upgrade nupic.bindings dependency to 0.6.1 which has the requisite changes.
• name change tpParams/tmEnable => tmParams/tmEnable (#3514)
• NUP-2391: packages to document & progress tracking (#3517)
• Quick Start
• NUP-2389 Remove calls to Region::purgeInputLinkBufferHeads. Since we only support delay=0 in CLA models, we no longer need purgeInputLinkBufferHeads, because the new Link::compute logic in nupic.core now performs direct copy from src to dest for links with delay of 0.
• Disable flatline hack in anomaly likelihood