feat: new draft chapter on CP-SAT vs ML vs QC. feat: Added reference …

…to streamlit applet
d-krupke · Jan 3, 2025 · f37be44 · f37be44
1 parent b288da8
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Showing 7 changed files with 852 additions and 1 deletion.
diff --git a/.mdbook/SUMMARY.md b/.mdbook/SUMMARY.md
@@ -23,5 +23,6 @@
 
 - [Coding Patterns](./06_coding_patterns.md)
 - [(DRAFT) Building an Optimization API](./building_an_optimization_api.md)
+- [(DRAFT) CP-SAT vs. ML vs. Quantum](./chapters/machine_learning.md)
 - [Large Neighborhood Search](./09_lns.md)
 - [Benchmarking your Model](./08_benchmarking.md)
diff --git a/06_coding_patterns.md b/06_coding_patterns.md
@@ -1246,4 +1246,8 @@ signals while the solver is running.
 | :----------------------------------------------------------------------------------------------------------------------------------------: |
 |                                _Using multiprocessing, one can build a responsive interface for a solver._                                 |
 
+[@oulianov](https://github.com/oulianov) deployed it
+[here](https://cpsat-embeddings-demo.streamlit.app/) for you to try out in you
+browser.
+
 ---
diff --git a/README.md b/README.md
diff --git a/build.py b/build.py
@@ -271,6 +271,7 @@ def convert_for_readme(content: str) -> str:
         "03_big_picture.md",
         "06_coding_patterns.md",
         "building_an_optimization_api.md",
+        "chapters/machine_learning.md",
         "08_benchmarking.md",
         "09_lns.md",
     ]
@@ -289,6 +290,6 @@ def convert_for_readme(content: str) -> str:
                 f.write(f"<!-- {file} -->\n")
                 f.write(convert_for_readme(content))
                 f.write("\n\n")
-                Path("./.mdbook/").mkdir(parents=True, exist_ok=True)
+                (Path("./.mdbook/") / file).parent.mkdir(parents=True, exist_ok=True)
                 with open(Path("./.mdbook/") / file, "w") as book_file:
                     book_file.write(convert_for_mdbook(content))
diff --git a/chapters/machine_learning.md b/chapters/machine_learning.md
diff --git a/images/chatgpt-knapsack_1.png b/images/chatgpt-knapsack_1.png
diff --git a/images/chatgpt-knapsack_2.png b/images/chatgpt-knapsack_2.png