v.0.1.4

What's Changed

• Add example scripts and README for major modules in NeuroFlex by @kasinadhsarma in #117
• Fix import paths and implement numerically stable sigmoid function by @devin-ai-integration in #118
• Implement and Integrate Advanced Quantum Models by @devin-ai-integration in #119
• Improve Optimization Parameters by @devin-ai-integration in #120
• Bugfix: Numerical Stability and Consistency by @devin-ai-integration in #121
• Refine Test Logic for Time Series Analysis Warnings by @devin-ai-integration in #123
• Refine Optimization Parameters to Resolve Warnings by @devin-ai-integration in #124
• Documented warnings and updated todo list by @devin-ai-integration in #125
• Refined Warning Suppression by @devin-ai-integration in #126
• Refine Optimization Parameters by @devin-ai-integration in #127
• Update Quantum Models and Documentation by @devin-ai-integration in #122
• Adjust Test Case for Very Long Sequences by @devin-ai-integration in #128

Full Changelog: v0.1.3...v.0.1.4

v.0.1.3

What's Changed

• Skip failing test case due to bioinformatics data loading issue by @devin-ai-integration in #81
• Implement agentic behavior techniques in NeuroFlex Prompt_Agent by @devin-ai-integration in #82
• Integrate AlphaFold functionalities by @devin-ai-integration in #85
• AlphaFold Integration Progress by @devin-ai-integration in #83
• Expand RL Module with SAC and TD3 by @devin-ai-integration in #84
• Expand RL Module with SAC, TD3, and Curiosity-Driven Exploration by @devin-ai-integration in #86
• Fix Multi-Modal Learning Issue by @devin-ai-integration in #88
• New Feature Branch Updates by @devin-ai-integration in #90
• Skip failing tests in generative AI by @devin-ai-integration in #91
• Fixed test_read_sequence_file by @devin-ai-integration in #93
• Implement Consciousness Theories by @devin-ai-integration in #95
• Update Transformers Documentation by @devin-ai-integration in #96
• Update README.md and Documentation by @devin-ai-integration in #97
• Integrate NeuroFlex Features by @devin-ai-integration in #105
• Fix Delta Power Channel Dimensions by @devin-ai-integration in #106
• Integrate NeuroFlex Features and Fix Tests by @devin-ai-integration in #107
• Fix LSTM Network Failure by @devin-ai-integration in #108
• Fixes and Enhancements for Security Integration by @devin-ai-integration in #109

Full Changelog: v0.1.2...v.0.1.3

NeuroFlex v0.1.2

NeuroFlex v0.1.2 Release Notes

Major Changes and New Features

1. Integration of UnifiedTransformer

   • Replaced MergedTransformer and UniqueTransformer with a single, more versatile UnifiedTransformer
   • Improved support for multiple backends (PyTorch, JAX, Flax, and Sonnet)
   • Enhanced text processing, generation, and few-shot learning capabilities

2. Removal of Protein Development LLM

   • Streamlined codebase by removing the protein development-specific language model
   • Refactored related tests and references

3. CI/CD Workflow Updates

   • Implemented a new GitHub Actions workflow for automated testing and deployment
   • Added steps for creating necessary directories and debugging file-related issues

4. Core Functionality Improvements

   • Updated NeuroFlex class to incorporate UnifiedTransformer
   • Enhanced setup methods for better component initialization
   • Improved compatibility across multiple scientific domains

5. Performance Enhancements

   • Resolved optimization issues, including LNSRCH termination problems
   • Improved math solver with custom error handling and fallback methods

Bug Fixes

• Fixed line search warnings in the optimization algorithm
• Resolved dimension mismatch issues in transformer tests
• Addressed various deprecation warnings throughout the codebase

Breaking Changes

• Removal of protein_development_llm.py and associated functionalities
• Changes to the transformer API due to the introduction of UnifiedTransformer

Compatibility

• This version is compatible with Python 3.8 and above
• Updated dependencies (see requirements.txt for details)

Known Issues

• Some AlphaFold integration tests are currently skipped and need attention
• A few Edge AI optimization tests are pending implementation

Future Work

• Expand test coverage for UnifiedTransformer-specific functionality
• Address remaining skipped tests in AlphaFold and Edge AI modules
• Further optimize UnifiedTransformer performance
• Implement regular test suite runs to monitor progress and catch regressions early

For a complete list of changes, please refer to the commit history.

NeuroFlex v0.1.1 Release

This release includes the integration of the Whisper API for advanced speech recognition and transcription, as well as improvements and fixes to the AlphaFold integration for protein structure prediction.

Full Changelog: v0.1.0...v0.1.1

NeuroFlex v0.1.0 Release

Release version 0.1.0 with new advanced features including generative AI, consciousness simulation, sentence piece integration, self-curing capabilities, and advanced math solving.

NeuroFlex v0.0.3

Release version 0.0.3 with new features and improvements.

Full Changelog: v0.0.3...v0.0.3

NeuroFlex v0.0.2

Release notes for NeuroFlex version 0.0.2

What's Changed

• Feature Integration by @devin-ai-integration in #2
• Update README and add advanced neural network implementation by @devin-ai-integration in #1
• Restructure repository with src, docs directories, and contribution guidelines by @devin-ai-integration in #3
• Integration of AI features into NeuroFlex by @devin-ai-integration in #5
• Improve code documentation in advanced_nn.py by @devin-ai-integration in #7
• Integration of Neural Network Technologies by @devin-ai-integration in #6
• Resolve test case issues and suppress NumPy warnings by @devin-ai-integration in #8
• Add CI/CD workflow files by @devin-ai-integration in #9
• Refactor NeuroFlex - Enhance Neural Network and Testing by @devin-ai-integration in #11
• Update model module by @kasinadhsarma in #12
• neuroflex pipeline modification by @devin-ai-integration in #13
• update docs and tests by @devin-ai-integration in #14
• CI/CD Workflow Setup in YAML by @devin-ai-integration in #15
• update docs and tests by @devin-ai-integration in #16
• Image Generation Model using NeuroFlex Features by @devin-ai-integration in #17
• RL Module Improvements by @devin-ai-integration in #21
• Fix quantum neural network module tests by @devin-ai-integration in #22
• Fix import errors in tests by adding missing dependency by @devin-ai-integration in #26
• Implement Destroy Button Feature by @devin-ai-integration in #27
• Add tokenization and self-correcting words features by @devin-ai-integration in #28
• Release v0.0.2 by @devin-ai-integration in #29

New Contributors

• @devin-ai-integration made their first contribution in #2
• @kasinadhsarma made their first contribution in #12

Full Changelog: https://github.com/VishwamAI/NeuroFlex/commits/v0.0.2