v0.10.0-alpha: Merge pull request #172 from david-thrower/171-upgrade-tf-2190

Summary of changes:

• Replaced the text embedding base model with an interleaved Rotaty Positional Embedding iRoPE in the Phishing detection NLP proof of concept
• Proof of concept that the entire model can scale at O(n) timing as sequence length increases infinitely.

Benchmarks:

seq_len     val_bianry_accuracy       min/model        total_min         timing_relative_to_1024                      Commit_SHA
3072          0.955                    65.942           329.715                    2.817                     4bc217b36d1baf8b9a81fe53000e9e13e6e87801
1536          0.96                     37.27             186.36                    1.591                     286ba81a1e51493d748ded727bd602a4398248a8
1024          0.952                    23.42             117.08                    1.0                       9893bfc55d4f7b753eff79e0c5c70e4992c61085

• Upgraded tf to 2.19.0
• Upgraded Jax
• Upgraded model architecture in both phishing CICD example and CIFAR10 example to accommodate tf 2.19.0.
• Removed obsolete BERT embedding CICD test.

v0.9.9-alpha

Merge pull request #150 from david-thrower/148-tensorflow-upgrades

v0.9.8-alpha

Merge pull request #127 from david-thrower/125-add-use-cases-gpt2-enc…

v0.9.7-alpha

Merge pull request #110 from david-thrower/109-spelling-errors-in-lic…

v0.9.6-alpha

• Security fortifications.
• Upgrade to Tensorflow 2.12.
• Added much higher performance image classification capabilities.
• Restructured the documentation.

v0.9.5-alpha

Added customer task templates for image classification and text classification.

v0.9.4-alpha

1. Updated Cerebros API to accommodate injection of base models / encoders / embeddings.
2. Updates to administrative docs and processes.
3. Added an experimental API that has augmented Dense units that structurally mimic an axon - soma - dendrite structure of biological neurons (Dense outputs diverge to individual Dense(1) outputs and are distributed to be the input of different Dense units downstream)

v0.9.3-alpha

• Parameterized the training data file name and the prediction target column in the regression notebook example.

v0.9.2-alpha

Fix:

• CVE-2022-41902
• CVE-2022-41900

Updated example with model with better parameters.
Documentation revisions ...

v0.9.1-alpha

Merge pull request #33 from david-thrower/32-clean-up-readme-1

32 clean up readme 1