refactor: rename project from Predix to NexQuant

Rename all source files, scripts, tests, documentation, and configuration
from Predix/predix to NexQuant/nexquant across the entire codebase.

docs/ATTRIBUTION.md

@@ -1,6 +1,6 @@
 # Attribution Guidelines
 
-## Using Predix in Your Project
+## Using NexQuant in Your Project
 
 If you use code, concepts, or ideas from this project, you **must**:
 
@@ -11,8 +11,8 @@ Include the full MIT License text in your project's LICENSE file or documentatio
 ### 2. Include Copyright Notice
 
 ```
-Copyright (c) 2025 Predix Team
-Original Project: https://github.com/TPTBusiness/Predix
+Copyright (c) 2025 NexQuant Team
+Original Project: https://github.com/TPTBusiness/NexQuant
 ```
 
 ### 3. Provide Attribution
@@ -22,7 +22,7 @@ Add a notice in your documentation or README:
 ```markdown
 ## Acknowledgments
 
-This project uses code/concepts from [Predix](https://github.com/TPTBusiness/Predix), 
+This project uses code/concepts from [NexQuant](https://github.com/TPTBusiness/NexQuant), 
 licensed under the [MIT License](https://opensource.org/licenses/MIT).
 ```
 
@@ -33,7 +33,7 @@ If you modified the code:
 ```markdown
 ## Modifications
 
-Based on Predix (original by Predix Team).
+Based on NexQuant (original by NexQuant Team).
 Modified by [Your Name/Organization] on [Date].
 Changes: [Brief description of changes]
 ```
@@ -63,13 +63,13 @@ Changes: [Brief description of changes]
 ```markdown
 # My Trading Project
 
-This project uses factor generation concepts from [Predix](https://github.com/TPTBusiness/Predix).
+This project uses factor generation concepts from [NexQuant](https://github.com/TPTBusiness/NexQuant).
 
 ## License
 MIT License - see LICENSE file for details.
 
 ## Credits
-- Original Predix code by Predix Team (MIT License)
+- Original NexQuant code by NexQuant Team (MIT License)
 - Modified by John Doe, 2025
 ```
 

docs/CHANGELOG.md

@@ -1,6 +1,6 @@
 # Changelog
 
-All notable changes to Predix will be documented in this file.
+All notable changes to NexQuant will be documented in this file.
 
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).

docs/conf.py

@@ -10,9 +10,9 @@ import subprocess
 
 latest_tag = subprocess.check_output(["git", "describe", "--tags", "--abbrev=0"], text=True).strip()
 
-project = "Predix"
-copyright = "2025, Predix Team"
-author = "Predix Team"
+project = "NexQuant"
+copyright = "2025, NexQuant Team"
+author = "NexQuant Team"
 
 # -- General configuration ---------------------------------------------------
 # https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration
@@ -66,7 +66,7 @@ html_static_path = ["_static"]
 html_favicon = "_static/favicon.ico"
 
 html_theme_options = {
-    "source_repository": "https://github.com/PredixAI/predix",
+    "source_repository": "https://github.com/NexQuantAI/nexquant",
     "source_branch": "main",
     "source_directory": "docs/",
 }

docs/parallel_runs.md

@@ -1,4 +1,4 @@
-# Predix Parallel Run System
+# NexQuant Parallel Run System
 
 ## Overview
 
@@ -10,8 +10,8 @@ The Parallel Run System enables concurrent execution of 5+ factor generation exp
 
 | File | Purpose |
 |------|---------|
-| `predix.py` | Extended with `--run-id` parameter for isolated single runs |
-| `predix_parallel.py` | Parallel runner manager with Rich live dashboard |
+| `nexquant.py` | Extended with `--run-id` parameter for isolated single runs |
+| `nexquant_parallel.py` | Parallel runner manager with Rich live dashboard |
 | `factor_runner.py` | Modified to use `PARALLEL_RUN_ID` for path isolation |
 | `CoSTEER/__init__.py` | Modified to use `PARALLEL_RUN_ID` for intermediate results |
 
@@ -57,26 +57,26 @@ RD-Agent_workspace_run2/         # Parallel run #2
 
 ```bash
 # Run with isolated results
-predix quant --run-id 1 -m openrouter
+nexquant quant --run-id 1 -m openrouter
 ```
 
 ### CLI - Parallel Runner (Direct)
 
 ```bash
 # Run 5 experiments with 2 API keys
-python predix_parallel.py --runs 5 --api-keys 2
+python nexquant_parallel.py --runs 5 --api-keys 2
 
 # Run 3 experiments with local model
-python predix_parallel.py --runs 3 --model local
+python nexquant_parallel.py --runs 3 --model local
 
 # Custom configuration
-python predix_parallel.py -n 10 -k 2 -m openrouter
+python nexquant_parallel.py -n 10 -k 2 -m openrouter
 ```
 
 ### Programmatic Usage
 
 ```python
-from predix_parallel import main
+from nexquant_parallel import main
 
 result = main(runs=5, api_keys=2, model="openrouter")
 print(f"Success: {result['success']}/{result['total']}")
@@ -132,7 +132,7 @@ The parallel runner shows a Rich-based live dashboard:
 
 ```
 ┌─────────────────────────────────────────────────────────┐
-│  🔀 Predix Parallel Run Dashboard                       │
+│  🔀 NexQuant Parallel Run Dashboard                       │
 ├──────┬──────────┬──────────┬─────────┬──────────┬───────┤
 │ Run  │ Status   │ Elapsed  │ API Key │ Model    │ Exit  │
 ├──────┼──────────┼──────────┼─────────┼──────────┼───────┤
@@ -222,10 +222,10 @@ if parallel_run_id != "0":
 pytest test/integration/test_all_features.py -v
 
 # Test parallel runner imports
-python -c "from predix_parallel import ParallelRunner, main; print('✅ OK')"
+python -c "from nexquant_parallel import ParallelRunner, main; print('✅ OK')"
 
 # Test CLI options
-predix quant --help  # Should show --run-id option
+nexquant quant --help  # Should show --run-id option
 ```
 
 ## Future Enhancements

docs/security/SECURITY_RUNBOOK.md

@@ -1,4 +1,4 @@
-# Security Runbook für Predix
+# Security Runbook für NexQuant
 
 ## Bandit Security Scanner