Merge pull request #348 from till-m/issue-templates

Add issue templates

Author: bwheelz36

.github/ISSUE_TEMPLATE/bug_report.md

@@ -0,0 +1,48 @@
+---
+name: Bug report
+about: Create a report to help us improve
+title: ''
+labels: bug, enhancement
+assignees: ''
+
+---
+
+**Describe the bug**
+A clear and concise description of what the bug is.
+Ex: Using `scipy==1.8` with `bayesian-optimization==1.2.0` results in `TypeError: 'float' object is not subscriptable`.
+
+
+
+**To Reproduce**
+A concise, self-contained code snippet that reproduces the bug you would like to report.
+
+Ex:
+```python
+from bayes_opt import BayesianOptimization
+
+black_box_function = lambda x, y: -x ** 2 - (y - 1) ** 2 + 1
+
+pbounds = {'x': (2, 4), 'y': (-3, 3)}
+
+optimizer = BayesianOptimization(
+    f=black_box_function,
+    pbounds=pbounds
+)
+optimizer.maximize()
+```
+
+**Expected behavior**
+A clear and concise description of what you expected to happen.
+
+**Screenshots**
+If applicable, add screenshots to help explain your problem.
+
+**Environment (please complete the following information):**
+ - OS: [e.g. Arch Linux, macOS, Windows]
+ - `python` Version [e.g. 3.8.9]
+ - `numpy` Version [e.g. 1.21.6]
+ - `scipy` Version [e.g. 1.8.0]
+ - `bayesian-optimization` Version [e.g. 1.2.0]
+
+**Additional context**
+Add any other context about the problem here.

.github/ISSUE_TEMPLATE/feature_request.md

@@ -0,0 +1,23 @@
+---
+name: Feature request
+about: Suggest an idea for this project
+title: ''
+labels: enhancement
+assignees: ''
+
+---
+
+**Is your feature request related to a problem? Please describe.**
+A clear and concise description of what the problem is.
+
+**Describe the solution you'd like**
+A clear and concise description of what you want to happen.
+
+**References or alternative approaches**
+If this feature was described in literature, please add references here. Additionally, feel free to add descriptions of any alternative solutions or features you've considered.
+
+**Additional context**
+Add any other context or screenshots about the feature request here.
+
+**Are you able and willing to implement this feature yourself and open a pull request?**
+- [ ] Yes, I can provide this feature.