Add professional project infrastructure and documentation

.dockerignore

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+# Git
+.git
+.gitignore
+.gitattributes
+
+# Python
+__pycache__
+*.py[cod]
+*$py.class
+*.so
+.Python
+*.egg-info
+dist
+build
+venv/
+.venv/
+ENV/
+env/
+
+# Model files (large files)
+*.pth
+*.pt
+*.onnx
+
+# Data
+data/
+datasets/
+*.csv
+*.parquet
+
+# Logs
+*.log
+logs/
+
+# IDE
+.vscode
+.idea
+*.swp
+*.swo
+
+# Documentation build
+docs/_build
+
+# Tests
+.pytest_cache
+.coverage
+htmlcov
+
+# OS
+.DS_Store
+Thumbs.db
+
+# Temporary
+tmp/
+temp/
+*.tmp
+*.bak
+
+# Docker
+.dockerignore
+Dockerfile
+docker-compose.yml
+
+# CI/CD
+.github/
+.gitlab-ci.yml
+
+# Documentation
+*.md
+docs/
+LICENSE

.editorconfig

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+# EditorConfig helps maintain consistent coding styles across different editors
+# https://editorconfig.org
+
+root = true
+
+[*]
+charset = utf-8
+end_of_line = lf
+insert_final_newline = true
+trim_trailing_whitespace = true
+
+[*.{py,pyx,pxd}]
+indent_style = space
+indent_size = 4
+max_line_length = 100
+
+[*.{json,yml,yaml}]
+indent_style = space
+indent_size = 2
+
+[*.md]
+trim_trailing_whitespace = false
+max_line_length = off
+
+[Makefile]
+indent_style = tab
+
+[*.{sh,bash}]
+indent_style = space
+indent_size = 2

.github/FUNDING.yml

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+# These are supported funding model platforms
+
+# github: [ChipaDevTeam]
+# patreon: # Replace with a single Patreon username
+# open_collective: # Replace with a single Open Collective username
+# ko_fi: # Replace with a single Ko-fi username
+# tidelift: # Replace with a single Tidelift platform-name/package-name e.g., npm/babel
+# community_bridge: # Replace with a single Community Bridge project-name e.g., cloud-foundry
+# liberapay: # Replace with a single Liberapay username
+# issuehunt: # Replace with a single IssueHunt username
+# otechie: # Replace with a single Otechie username
+# lfx_crowdfunding: # Replace with a single LFX Crowdfunding project-name e.g., cloud-foundry
+# custom: # Replace with up to 4 custom sponsorship URLs e.g., ['link1', 'link2']

.github/ISSUE_TEMPLATE/bug_report.yml

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+name: Bug Report
+description: Report a bug or issue with WinstonAI
+title: "[BUG] "
+labels: ["bug", "triage"]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Thanks for taking the time to report a bug! Please fill out the form below.
+
+  - type: textarea
+    id: description
+    attributes:
+      label: Bug Description
+      description: A clear and concise description of what the bug is.
+      placeholder: Describe the bug...
+    validations:
+      required: true
+
+  - type: textarea
+    id: steps
+    attributes:
+      label: Steps to Reproduce
+      description: Steps to reproduce the behavior
+      placeholder: |
+        1. Go to '...'
+        2. Run command '...'
+        3. See error
+    validations:
+      required: true
+
+  - type: textarea
+    id: expected
+    attributes:
+      label: Expected Behavior
+      description: What you expected to happen
+      placeholder: Describe what should have happened...
+    validations:
+      required: true
+
+  - type: textarea
+    id: actual
+    attributes:
+      label: Actual Behavior
+      description: What actually happened
+      placeholder: Describe what actually happened...
+    validations:
+      required: true
+
+  - type: textarea
+    id: environment
+    attributes:
+      label: Environment
+      description: Please provide your environment details
+      placeholder: |
+        - OS: [e.g., Ubuntu 22.04, Windows 11]
+        - Python version: [e.g., 3.10.5]
+        - PyTorch version: [e.g., 2.0.1]
+        - GPU: [e.g., RTX 3060 Ti, None]
+        - CUDA version: [e.g., 11.8, N/A]
+        - WinstonAI version: [e.g., 1.1.0]
+    validations:
+      required: true
+
+  - type: textarea
+    id: logs
+    attributes:
+      label: Error Logs
+      description: Please provide relevant error messages or logs
+      render: shell
+      placeholder: Paste error logs here...
+
+  - type: textarea
+    id: additional
+    attributes:
+      label: Additional Context
+      description: Add any other context about the problem here
+      placeholder: Any additional information...
+
+  - type: checkboxes
+    id: checklist
+    attributes:
+      label: Pre-submission Checklist
+      options:
+        - label: I have searched for similar issues before creating this one
+          required: true
+        - label: I have provided all the requested information
+          required: true
+        - label: I have tested with the latest version of WinstonAI
+          required: false

.github/ISSUE_TEMPLATE/feature_request.yml

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+name: Feature Request
+description: Suggest a new feature or enhancement for WinstonAI
+title: "[FEATURE] "
+labels: ["enhancement"]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Thanks for suggesting a feature! Please fill out the form below.
+
+  - type: textarea
+    id: problem
+    attributes:
+      label: Problem Statement
+      description: Is your feature request related to a problem? Please describe.
+      placeholder: I'm always frustrated when...
+    validations:
+      required: true
+
+  - type: textarea
+    id: solution
+    attributes:
+      label: Proposed Solution
+      description: Describe the solution you'd like
+      placeholder: I would like to see...
+    validations:
+      required: true
+
+  - type: textarea
+    id: alternatives
+    attributes:
+      label: Alternatives Considered
+      description: Describe any alternative solutions or features you've considered
+      placeholder: I have also considered...
+
+  - type: textarea
+    id: use-case
+    attributes:
+      label: Use Case
+      description: Describe your use case and how this feature would benefit you and others
+      placeholder: This would help me to...
+    validations:
+      required: true
+
+  - type: dropdown
+    id: category
+    attributes:
+      label: Feature Category
+      description: Which area does this feature relate to?
+      options:
+        - Model Architecture
+        - Training Pipeline
+        - Live Trading
+        - Risk Management
+        - GPU Optimization
+        - Data Processing
+        - Documentation
+        - Testing
+        - Other
+    validations:
+      required: true
+
+  - type: textarea
+    id: additional
+    attributes:
+      label: Additional Context
+      description: Add any other context, screenshots, or examples about the feature request
+      placeholder: Additional information...
+
+  - type: checkboxes
+    id: checklist
+    attributes:
+      label: Pre-submission Checklist
+      options:
+        - label: I have searched for similar feature requests before creating this one
+          required: true
+        - label: This feature aligns with the goals of WinstonAI
+          required: true
+        - label: I am willing to help implement this feature if needed
+          required: false

.github/ISSUE_TEMPLATE/question.yml

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+name: Question
+description: Ask a question about WinstonAI
+title: "[QUESTION] "
+labels: ["question"]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Have a question? We're here to help! Please fill out the form below.
+
+  - type: textarea
+    id: question
+    attributes:
+      label: Your Question
+      description: What would you like to know?
+      placeholder: How do I...
+    validations:
+      required: true
+
+  - type: dropdown
+    id: category
+    attributes:
+      label: Question Category
+      description: Which area does your question relate to?
+      options:
+        - Installation & Setup
+        - Training Models
+        - Live Trading
+        - GPU Configuration
+        - API Integration
+        - Data Processing
+        - Configuration
+        - General Usage
+        - Other
+    validations:
+      required: true
+
+  - type: textarea
+    id: context
+    attributes:
+      label: Additional Context
+      description: Provide any additional context that might help us answer your question
+      placeholder: I am trying to...
+
+  - type: textarea
+    id: attempted
+    attributes:
+      label: What Have You Tried?
+      description: Tell us what you've already tried or researched
+      placeholder: I have tried...
+
+  - type: checkboxes
+    id: checklist
+    attributes:
+      label: Pre-submission Checklist
+      options:
+        - label: I have searched existing issues and discussions for similar questions
+          required: true
+        - label: I have read the README and relevant documentation
+          required: true