Quick fix

.github/ISSUE_TEMPLATE/algorithm_exploration.md

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+---
+name: "Algorithm Exploration"
+about: "Explore and document findings on a new algorithm or method"
+title: "[Algorithm Exploration] "
+labels: research
+assignees: ''
+---
+
+## Algorithm Name
+The name of the algorithm or method being explored.
+
+## Source
+Link to any paper, repository, or documentation describing the algorithm.
+
+## Objective
+What is the purpose of exploring this algorithm? Describe any hypotheses or intended outcomes.
+
+## Setup
+- **Tools**: List the software libraries or tools used.
+- **Data**: Describe any datasets or inputs used for testing.
+
+## Results and Findings
+Summarize the results, including any metrics or observations.
+
+## Potential Applications
+List potential areas where this algorithm could be applied within our projects.
+
+## Additional Notes
+Include any implementation details, challenges faced, or ideas for future work.

.github/ISSUE_TEMPLATE/bug_report.md

@@ -1,41 +1,34 @@
 ---
-name: Bug report
-about: Create a report to help us improve
-title: ''
-labels: ''
+name: "Bug Report"
+about: "Report a bug or unexpected behavior"
+title: "[Bug] "
+labels: bug
 assignees: ''
-
 ---
 
-**Describe the bug**
-A clear and concise description of what the bug is.
-
-**To Reproduce**
-Steps to reproduce the behavior:
-
-1. Go to '...'
-2. Click on '....'
-3. Scroll down to '....'
-4. See error
-
-**Expected behavior**
-A clear and concise description of what you expected to happen.
+## Description
+A clear and concise description of the bug.
 
-**Screenshots**
-If applicable, add screenshots to help explain your problem.
+## Steps to Reproduce
+1. List the steps to reproduce the bug.
+2. Include specific commands, actions, or navigation.
+3. Example: 
+   - Open the application
+   - Click on "Feature X"
+   - Observe the behavior
 
-**Desktop (please complete the following information):**
+## Expected Behavior
+What did you expect to happen?
 
-- OS: [e.g. iOS]
-- Browser [e.g. chrome, safari]
-- Version [e.g. 22]
+## Actual Behavior
+What actually happened? Include any error messages or unexpected behavior observed.
 
-**Smartphone (please complete the following information):**
+## Environment
+- **OS**: (e.g., Windows, macOS, Linux)
+- **Version**: (e.g., application version, library version)
+- **Browser**: (if applicable, include browser and version)
 
-- Device: [e.g. iPhone6]
-- OS: [e.g. iOS8.1]
-- Browser [e.g. stock browser, safari]
-- Version [e.g. 22]
+## Additional Context
+Add any other context about the problem, such as logs, screenshots, or configuration files that might be relevant.
 
-**Additional context**
-Add any other context about the problem here.
+**Example**: (Optional) Provide a short example of the issue, if applicable.

.github/ISSUE_TEMPLATE/config.yml

@@ -0,0 +1,67 @@
+blank_issues_enabled: false
+contact_links:
+  # Common Templates
+  - name: "Bug Report"
+    url: "/intellistream/CANDY/issues/new?template=bug_report.md"
+    about: "Report a bug or unexpected behavior"
+
+  - name: "Feature Request"
+    url: "/intellistream/CANDY/issues/new?template=feature_request.md"
+    about: "Suggest a new feature or improvement"
+
+  - name: "Documentation Request"
+    url: "/intellistream/CANDY/issues/new?template=documentation_request.md"
+    about: "Request improvements or additions to documentation"
+
+  - name: "Question"
+    url: "/intellistream/CANDY/issues/new?template=question.md"
+    about: "Ask a question about the project"
+
+  - name: "Enhancement Request"
+    url: "/intellistream/CANDY/issues/new?template=enhancement_request.md"
+    about: "Request an improvement or optimization"
+
+  - name: "Performance Issue"
+    url: "/intellistream/CANDY/issues/new?template=performance_issue.md"
+    about: "Report a performance issue or inefficiency"
+
+  - name: "Security Vulnerability"
+    url: "/intellistream/CANDY/issues/new?template=security_vulnerability.md"
+    about: "Report a security vulnerability (confidential)"
+
+  - name: "Refactor Request"
+    url: "/intellistream/CANDY/issues/new?template=refactor_request.md"
+    about: "Suggest a refactoring to improve code quality"
+
+  - name: "Task"
+    url: "/intellistream/CANDY/issues/new?template=task.md"
+    about: "Log a general task or maintenance activity"
+
+  # Research-Specific Templates
+  - name: "Paper Discussion"
+    url: "/intellistream/CANDY/issues/new?template=paper_discussion.md"
+    about: "Discuss insights, critiques, or questions about a research paper"
+
+  - name: "Experiment Tracking"
+    url: "/intellistream/CANDY/issues/new?template=experiment_tracking.md"
+    about: "Log the setup, execution, and results of an experiment"
+
+  - name: "Dataset Request"
+    url: "/intellistream/CANDY/issues/new?template=dataset_request.md"
+    about: "Request a dataset for experiments or analysis"
+
+  - name: "Research Collaboration Request"
+    url: "/intellistream/CANDY/issues/new?template=research_collaboration_request.md"
+    about: "Request collaboration on a research topic, project, or experiment"
+
+  - name: "Research Paper Progress"
+    url: "/intellistream/CANDY/issues/new?template=research_paper_progress.md"
+    about: "Log and track the progress of an ongoing research paper"
+
+  - name: "Literature Review Request"
+    url: "/intellistream/CANDY/issues/new?template=literature_review_request.md"
+    about: "Request a literature review on a specific research topic"
+
+  - name: "Algorithm Exploration"
+    url: "/intellistream/CANDY/issues/new?template=algorithm_exploration.md"
+    about: "Explore and document findings on a new algorithm or method"

.github/ISSUE_TEMPLATE/dataset_request.md

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+---
+name: "Dataset Request"
+about: "Request a dataset for experiments or analysis"
+title: "[Dataset Request] "
+labels: dataset
+assignees: ''
+---
+
+## Dataset Name or Type
+Specify the name of the dataset or the type of data needed.
+
+## Description
+Briefly describe the dataset and why it’s needed.
+
+## Expected Use Cases
+List the specific experiments, models, or analyses this dataset will support.
+
+## Requirements
+- **Size**: Approximate dataset size.
+- **Format**: Preferred data format (e.g., CSV, JSON, image files).
+- **Features**: Describe specific features or attributes required.
+
+## Source or Reference (if applicable)
+Link to any public dataset or paper that inspired this request.
+
+## Additional Notes
+Include any other relevant information or specifics.

.github/ISSUE_TEMPLATE/documentation_request.md

@@ -0,0 +1,19 @@
+---
+name: "Documentation Request"
+about: "Request improvements or additions to documentation"
+title: "[Docs] "
+labels: documentation
+assignees: ''
+---
+
+## Description
+Describe the issue with the documentation or the addition you’re requesting.
+
+## Section of Documentation
+Provide the relevant section, page, or file (if applicable).
+
+## Proposed Improvement
+Suggest what changes or additions should be made to improve the documentation.
+
+## Additional Context
+Add any other context or screenshots to clarify the request.

.github/ISSUE_TEMPLATE/enhancement_request.md

@@ -0,0 +1,19 @@
+---
+name: "Enhancement Request"
+about: "Request an improvement or optimization"
+title: "[Enhancement] "
+labels: enhancement
+assignees: ''
+---
+
+## Summary
+Describe the enhancement you’re requesting.
+
+## Why This is Needed
+Explain why this improvement would be valuable for the project.
+
+## Suggested Solution
+Describe the potential solution or approach for this enhancement.
+
+## Additional Context
+Add any other information, screenshots, or context that might be useful.

.github/ISSUE_TEMPLATE/experiment_tracking.md

@@ -0,0 +1,33 @@
+---
+name: "Experiment Tracking"
+about: "Track the setup, execution, and results of an experiment"
+title: "[Experiment] "
+labels: experiment
+assignees: ''
+---
+
+## Experiment Title
+A brief title or code name for the experiment.
+
+## Objective
+Describe the purpose of this experiment and the hypothesis it aims to test.
+
+## Setup
+- **Dataset**: Specify the dataset(s) used.
+- **Model/Algorithm**: List the models or algorithms tested.
+- **Parameters**: Document key parameters, including hyperparameters and any configurations.
+
+## Execution Steps
+Outline the steps taken to run the experiment, including any specific scripts or configurations.
+
+## Results
+Summarize the results obtained, such as accuracy, loss, or other relevant metrics.
+
+## Observations
+Document any notable patterns, anomalies, or insights observed during the experiment.
+
+## Next Steps
+List any follow-up actions based on the results, such as adjusting parameters or trying new datasets.
+
+## Additional Notes
+Include any other relevant information or links to related experiments.

.github/ISSUE_TEMPLATE/feature_request.md

@@ -0,0 +1,24 @@
+---
+name: "Feature Request"
+about: "Suggest a new feature or improvement"
+title: "[Feature] "
+labels: enhancement
+assignees: ''
+---
+
+## Summary
+A brief summary of the feature or improvement you’re requesting.
+
+## Problem Statement
+Describe the problem or need this feature will address. What limitation does it remove, or what value does it add?
+
+## Proposed Solution
+Explain the feature you’re suggesting and how it would work. If you have specific implementation ideas, feel free to include them.
+
+## Alternatives Considered
+List any alternative solutions or features you considered and why you believe they aren’t as effective.
+
+## Additional Context
+Add any other context or screenshots that might help us understand your request.
+
+**Example**: (Optional) If applicable, provide a short example of what using this feature might look like in practice.

.github/ISSUE_TEMPLATE/literature_review_request.md

@@ -0,0 +1,23 @@
+---
+name: "Literature Review Request"
+about: "Request a literature review on a specific research topic"
+title: "[Literature Review] "
+labels: research
+assignees: ''
+---
+
+## Topic
+Briefly describe the research topic or question needing a literature review.
+
+## Key Questions
+List specific questions or subtopics to explore in the literature review.
+
+## Scope
+- **Time Range**: Specify any publication date range (e.g., past 5 years).
+- **Paper Types**: Indicate if only specific types of papers are relevant (e.g., survey papers, experimental studies).
+
+## Expected Outcome
+Describe what you’re hoping to achieve with this review (e.g., understanding gaps, comparing methodologies).
+
+## Additional Context
+Include any other relevant details, such as related work, previous reviews, or key terms.

.github/ISSUE_TEMPLATE/paper_discussion.md

@@ -0,0 +1,25 @@
+---
+name: "Paper Discussion"
+about: "Discuss insights, critiques, or questions about a research paper"
+title: "[Paper Discussion] "
+labels: discussion
+assignees: ''
+---
+
+## Paper Title and Link
+Provide the title of the paper and a link to the paper or preprint.
+
+## Summary
+A brief summary of the paper, including key findings, methodology, and conclusions.
+
+## Key Insights
+List 2-3 key insights from the paper that are relevant to our research.
+
+## Discussion Points
+List any questions, critiques, or interesting points that could lead to further discussion or inspire new experiments.
+
+## Relevance to Our Work
+Describe how this paper might relate to our ongoing research or potential future directions.
+
+## Additional Context
+Include any other comments or context that might help guide the discussion.

.github/ISSUE_TEMPLATE/performance_issue.md

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+---
+name: "Performance Issue"
+about: "Report a performance issue or inefficiency"
+title: "[Performance] "
+labels: performance
+assignees: ''
+---
+
+## Description
+Describe the performance issue in detail, including specific areas where it occurs.
+
+## Steps to Reproduce
+List the steps or conditions that lead to the performance problem.
+
+## Expected Performance
+Describe the expected or ideal performance for the scenario.
+
+## Environment
+- **OS**:
+- **Hardware Specs** (e.g., CPU, GPU, RAM):
+- **Version**: (e.g., application or library version)
+
+## Additional Context
+Add any profiling information, logs, screenshots, or context that might help diagnose the issue.

.github/ISSUE_TEMPLATE/question.md

@@ -0,0 +1,13 @@
+---
+name: "Question"
+about: "Ask a question about the project"
+title: "[Question] "
+labels: question
+assignees: ''
+---
+
+## Question
+Describe your question in detail. Be specific to help us provide a clear answer.
+
+## Additional Context
+Provide any relevant code, links, or context that could help clarify the question.

.github/ISSUE_TEMPLATE/refactor_request.md

@@ -0,0 +1,19 @@
+---
+name: "Refactor Request"
+about: "Suggest a refactoring to improve code quality"
+title: "[Refactor] "
+labels: refactor
+assignees: ''
+---
+
+## Area to Refactor
+Specify the code or component that requires refactoring.
+
+## Reason for Refactoring
+Explain why this refactor is needed (e.g., to improve readability, reduce complexity).
+
+## Suggested Approach
+If possible, describe how the code could be refactored.
+
+## Additional Context
+Add any context or links to related code.