diff --git a/content/GA_2_6/README.md b/content/GA_2_6/README.md
index 02a3210fcf3f7a4b233eae7562b64777b028d52a..f1c1e3da52aab0a839e6d5bdeb201ae3986d0476 100644
--- a/content/GA_2_6/README.md
+++ b/content/GA_2_6/README.md
@@ -1,23 +1,17 @@
-# Project 10 Report: Machine Learning
+# README for Group Assignment 2.6
-*[CEGM1000 MUDE](http://mude.citg.tudelft.nl/).*
+*[CEGM1000 MUDE](http://mude.citg.tudelft.nl/).: Week 2.6, Friday, Dec 20, 2024.*
-The focus of this assignment is to use a neural network to create a surrogate model of a pipe network that predicts pressures as a function of pipe diameter. The context is that the model that is used to compute pressures in the system is time-consuming to run, so we would like to train a neural network to make calculations faster (i.e., use the surrogate model).
-
-## Working Remotely
-
-For this week, we recognize that many may be working remotely. As such, we've made the project files available in advance to allow you all the ability to work on it beforehand and make arrangements with your group-mates to work effectively and cooperatively. Teachers will still be present, in-person, on Friday and it is still expected that the project report be submitted at the end of the session Friday. If there are any announcements to be made, we will add them to presentation, which you can view remotely at [this link](https://tud365.sharepoint.com/:p:/s/MUDE/EcZ-L1gD2ABEhlOb0p83OGIBl4N-Jr4OqP2TRNRL9CEYiQ?e=3Uuueo).
+The focus of this assignment is to use a neural network to create a model able to detect cracks on bridges by looking at indirect displacement measurements.
## Overview of material
- `README.md` (this file)
- `Report.md`, primary file in which you write your answers to questions.
-- `P10.ipynb`, the notebook in which you will build and evaluate the neural network.
+- `Analysis.ipynb`, the notebook in which you will build and evaluate the neural network.
- a subdirectory `./figs` containing some figures included in the notebooks (which you don't need to open).
-- a `.gitignore` file preventing your data being pushed to Gitlab.
-
-**You need to download the data for this project!** Two data files are needed: `features_BAK.pk` and `targets_BAK.pk`, which should added to your repository in a subdirectory `./data`, which is located in the same directory as `P10.ipynb`. **Download the data [using this link](https://surfdrive.surf.nl/files/index.php/s/UmjdZCAAlbvaKRO/download).**
+**You need to download the data for this project!** A single file `bridges.csv` is needed, which should be added to your repository in a subdirectory `./data`, which is located in the same directory as `Analysis.ipynb`. **Download the data [using this link](https://surfdrive.surf.nl/files/index.php/s/3g1FiVVWPLCTRIi/download).**
### Python Environments
@@ -26,8 +20,7 @@ The environment you used earlier in the week will be sufficient, as long as it h
## Submission and deadline
- Submit your answers, together with any relevant plots, in the Markdown file `Report.md`. This is the primary document that will be used to determine your grade; however, the auxiliary files (e.g., `*.ipynb` or `*.py` files) may be checked in case something is not clear.
-- The deadline is to submit your work by making commits to your Group's GitLab repository by Friday at 12:30h.
-- This project will be graded on interpretation, application, documentation and programming.
+- The deadline is to submit your work by Friday at 12:30h.
## Repository, Formatting and Static Check
@@ -38,10 +31,10 @@ You are always expected to provide well-formatted figures and Markdown text in y
## Backup data links
Sometimes the download links reach a maximum limit. If the link above no longer works, try one of these:
-- [Backup link 1](https://surfdrive.surf.nl/files/index.php/s/E2FOutaHes7gm6Z/download)
-- [Backup link 2](https://surfdrive.surf.nl/files/index.php/s/OQb1kpbrND3NPqg/download)
+- [Backup link 1](https://surfdrive.surf.nl/files/index.php/s/CkjpzSgkvPpfPrx/download)
+- [Backup link 2](https://surfdrive.surf.nl/files/index.php/s/kpvuUd0PMUrefKP/download)
**End of file.**
<span style="font-size: 75%">
-© Copyright 2023 <a rel="MUDE Team" href="https://studiegids.tudelft.nl/a101_displayCourse.do?course_id=65595">MUDE Teaching Team</a>, TU Delft. This work is licensed under a <a rel="license" href="http://creativecommons.org/licenses/by-nc-sa/4.0/">CC BY-NC-SA 4.0 License</a>.
+© Copyright 2024 <a rel="MUDE Team" href="https://studiegids.tudelft.nl/a101_displayCourse.do?course_id=65595">MUDE Teaching Team</a>, TU Delft. This work is licensed under a <a rel="license" href="http://creativecommons.org/licenses/by-nc-sa/4.0/">CC BY-NC-SA 4.0 License</a>.
diff --git a/synced_files/GA_1_7/Solution/Discharge/Analysis_discharge_solution.ipynb b/synced_files/GA_1_7/Solution/Discharge/Analysis_discharge_solution.ipynb
index 685c2d19bdfafafaa6350eb4494f7035703e17fe..0223da2be83914bb6f987f281bd9d68b02930a93 100644
--- a/synced_files/GA_1_7/Solution/Discharge/Analysis_discharge_solution.ipynb
+++ b/synced_files/GA_1_7/Solution/Discharge/Analysis_discharge_solution.ipynb
@@ -604,7 +604,7 @@
},
{
"cell_type": "markdown",
- "id": "1b89dc80",
+ "id": "09ed49fd",
"metadata": {},
"source": [
"<div style=\"background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px\">\n",
diff --git a/synced_files/GA_1_7/Solution/Emissions/Analysis_emissions_solution.ipynb b/synced_files/GA_1_7/Solution/Emissions/Analysis_emissions_solution.ipynb
index 93bdc3fbf0c5ad13c943d62dc404fc19fb8d4235..85d061f4193ca157130e5288a1361059eca32902 100644
--- a/synced_files/GA_1_7/Solution/Emissions/Analysis_emissions_solution.ipynb
+++ b/synced_files/GA_1_7/Solution/Emissions/Analysis_emissions_solution.ipynb
@@ -157,7 +157,7 @@
},
{
"cell_type": "markdown",
- "id": "fecf2b8d",
+ "id": "dabea0c7",
"metadata": {},
"source": [
"<div style=\"background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px\">\n",
@@ -260,7 +260,7 @@
},
{
"cell_type": "markdown",
- "id": "6db9d9d9",
+ "id": "fbad1fd5",
"metadata": {},
"source": [
"<div style=\"background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px\">\n",
@@ -372,7 +372,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "008eb973",
+ "id": "5c971a7f",
"metadata": {},
"outputs": [],
"source": [
@@ -435,7 +435,7 @@
},
{
"cell_type": "markdown",
- "id": "3ed9d4ca",
+ "id": "10807463",
"metadata": {},
"source": [
"<div style=\"background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px\">\n",
@@ -536,7 +536,7 @@
},
{
"cell_type": "markdown",
- "id": "76f7cc34",
+ "id": "a57002a6",
"metadata": {},
"source": [
"<div style=\"background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px\">\n",
@@ -550,7 +550,7 @@
},
{
"cell_type": "markdown",
- "id": "b409e339",
+ "id": "05ef2c7e",
"metadata": {},
"source": [
"If you run the code in the cell below, you will obtain a scatter plot of both variables. Explore the relationship between both variables and answer the following questions:\n",
@@ -571,7 +571,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "b9a83b39",
+ "id": "9287c4ac",
"metadata": {},
"outputs": [],
"source": [
@@ -587,7 +587,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "dc134ded",
+ "id": "b0aac25b",
"metadata": {},
"outputs": [],
"source": [
@@ -600,7 +600,7 @@
},
{
"cell_type": "markdown",
- "id": "8ead6d21",
+ "id": "3833f71b",
"metadata": {},
"source": [
"<div style=\"background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px\">\n",
diff --git a/synced_files/GA_1_7/Solution/Force/Analysis_force_solution.ipynb b/synced_files/GA_1_7/Solution/Force/Analysis_force_solution.ipynb
index ae32d931bd94d1a3e6b553851de9de815f0f6377..dbfa7404b7b5d5711bbde2a50ae5e15b944ee0d9 100644
--- a/synced_files/GA_1_7/Solution/Force/Analysis_force_solution.ipynb
+++ b/synced_files/GA_1_7/Solution/Force/Analysis_force_solution.ipynb
@@ -162,7 +162,7 @@
},
{
"cell_type": "markdown",
- "id": "979c12d3",
+ "id": "5818ecd1",
"metadata": {},
"source": [
"<div style=\"background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px\">\n",
@@ -267,7 +267,7 @@
},
{
"cell_type": "markdown",
- "id": "2a50669e",
+ "id": "515f907a",
"metadata": {},
"source": [
"<div style=\"background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px\">\n",
@@ -380,7 +380,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "4605e296",
+ "id": "ddf29d6c",
"metadata": {},
"outputs": [],
"source": [
@@ -443,7 +443,7 @@
},
{
"cell_type": "markdown",
- "id": "a1bf7ccc",
+ "id": "75c152c4",
"metadata": {},
"source": [
"<div style=\"background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px\">\n",
@@ -544,7 +544,7 @@
},
{
"cell_type": "markdown",
- "id": "e5c2189f",
+ "id": "e9b3f971",
"metadata": {},
"source": [
"<div style=\"background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px\">\n",
@@ -559,7 +559,7 @@
},
{
"cell_type": "markdown",
- "id": "4f1ff703",
+ "id": "07e9b933",
"metadata": {},
"source": [
"If you run the code in the cell below, you will obtain a scatter plot of both variables. Explore the relationship between both variables and answer the following questions:\n",
@@ -580,7 +580,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e96c6bae",
+ "id": "7539b79a",
"metadata": {},
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@@ -596,7 +596,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "df7e5e57",
+ "id": "079bd7e6",
"metadata": {},
"outputs": [],
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@@ -609,7 +609,7 @@
},
{
"cell_type": "markdown",
- "id": "e82478f6",
+ "id": "65ef973a",
"metadata": {},
"source": [
"<div style=\"background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px\">\n",
diff --git a/synced_files/GA_1_7/Student/Discharge/Analysis_discharge.ipynb b/synced_files/GA_1_7/Student/Discharge/Analysis_discharge.ipynb
index de9fbf20f0697fccf45c9f186e7fcec5443cbb00..c9d3ad61f4659aa26a636988e771b8e37944d070 100644
--- a/synced_files/GA_1_7/Student/Discharge/Analysis_discharge.ipynb
+++ b/synced_files/GA_1_7/Student/Discharge/Analysis_discharge.ipynb
@@ -382,7 +382,7 @@
},
{
"cell_type": "markdown",
- "id": "a08e1a25",
+ "id": "5b3397a8",
"metadata": {},
"source": [
"If you run the code in the cell below, you will obtain a scatter plot of both variables. Explore the relationship between both variables and answer the following questions:\n",
@@ -403,7 +403,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "92268357",
+ "id": "76e0d082",
"metadata": {},
"outputs": [],
"source": [
@@ -419,7 +419,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "55a8afc9",
+ "id": "f81e1be6",
"metadata": {},
"outputs": [],
"source": [
diff --git a/synced_files/GA_1_7/Student/Emissions/Analysis_emissions.ipynb b/synced_files/GA_1_7/Student/Emissions/Analysis_emissions.ipynb
index 39eb3b5a61947a61c287884bb0dff7bbc52a7acd..01fc790ef9e279d07f961866bccaf21b1299bb5b 100644
--- a/synced_files/GA_1_7/Student/Emissions/Analysis_emissions.ipynb
+++ b/synced_files/GA_1_7/Student/Emissions/Analysis_emissions.ipynb
@@ -376,7 +376,7 @@
},
{
"cell_type": "markdown",
- "id": "2bdb90f4",
+ "id": "4e78fd67",
"metadata": {},
"source": [
"If you run the code in the cell below, you will obtain a scatter plot of both variables. Explore the relationship between both variables and answer the following questions:\n",
@@ -397,7 +397,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "85bd3f69",
+ "id": "ab03cc47",
"metadata": {},
"outputs": [],
"source": [
@@ -413,7 +413,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f75dea8d",
+ "id": "ce4b64f4",
"metadata": {},
"outputs": [],
"source": [
diff --git a/synced_files/GA_1_7/Student/Force/Analysis_force.ipynb b/synced_files/GA_1_7/Student/Force/Analysis_force.ipynb
index fe88f543e0ebdb6ee7b39953cf42c4a242a559dd..086bfb68a92dd851b6a732d84abd98b061404b60 100644
--- a/synced_files/GA_1_7/Student/Force/Analysis_force.ipynb
+++ b/synced_files/GA_1_7/Student/Force/Analysis_force.ipynb
@@ -382,7 +382,7 @@
},
{
"cell_type": "markdown",
- "id": "1fbbfe63",
+ "id": "c372d8ec",
"metadata": {},
"source": [
"If you run the code in the cell below, you will obtain a scatter plot of both variables. Explore the relationship between both variables and answer the following questions:\n",
@@ -403,7 +403,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3b5ccfd8",
+ "id": "a5f3e4ea",
"metadata": {},
"outputs": [],
"source": [
@@ -419,7 +419,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "8c2d4369",
+ "id": "a4dc5150",
"metadata": {},
"outputs": [],
"source": [
diff --git a/synced_files/GA_1_7/Unused/Temp/Distribution_Fitting_T.ipynb b/synced_files/GA_1_7/Unused/Temp/Distribution_Fitting_T.ipynb
index 4b20b547f10ba42ef8261fb62ee04801731f957f..9a816b12136eed095a863aa2d3d318dd6574c570 100644
--- a/synced_files/GA_1_7/Unused/Temp/Distribution_Fitting_T.ipynb
+++ b/synced_files/GA_1_7/Unused/Temp/Distribution_Fitting_T.ipynb
@@ -161,7 +161,7 @@
},
{
"cell_type": "markdown",
- "id": "891b6569",
+ "id": "796c321d",
"metadata": {},
"source": [
"<div style=\"background-color:#FAE99E; color: black; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px\">\n",
@@ -261,7 +261,7 @@
},
{
"cell_type": "markdown",
- "id": "076ce4fa",
+ "id": "0a098876",
"metadata": {},
"source": [
"<div style=\"background-color:#FAE99E; color: black; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px\">\n",
@@ -370,7 +370,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f10504dc",
+ "id": "78e4004b",
"metadata": {},
"outputs": [],
"source": [
@@ -432,7 +432,7 @@
},
{
"cell_type": "markdown",
- "id": "c9f477f8",
+ "id": "d1c41c5d",
"metadata": {},
"source": [
"<div style=\"background-color:#FAE99E; color: black; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px\">\n",
@@ -531,7 +531,7 @@
},
{
"cell_type": "markdown",
- "id": "394c140d",
+ "id": "d6f87c79",
"metadata": {},
"source": [
"<div style=\"background-color:#FAE99E; color: black; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px\">\n",
@@ -544,7 +544,7 @@
},
{
"cell_type": "markdown",
- "id": "a3313f35",
+ "id": "11aa1e89",
"metadata": {},
"source": [
"If you run the code in the cell below, you will obtain a scatter plot of both variables. Explore the relationship between both variables and answer the following questions:\n",
@@ -565,7 +565,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "0a4b5e4b",
+ "id": "6b7b3f9d",
"metadata": {},
"outputs": [],
"source": [
diff --git a/synced_files/Week_2_2/old/PA_2_1_solution_sympy.ipynb b/synced_files/Week_2_2/old/PA_2_1_solution_sympy.ipynb
index 35f434aa50d3299c57c95be4b15023b98fb6f350..246bc65534432c8fe02b21d33505ad5c2b23d0bb 100644
--- a/synced_files/Week_2_2/old/PA_2_1_solution_sympy.ipynb
+++ b/synced_files/Week_2_2/old/PA_2_1_solution_sympy.ipynb
@@ -386,7 +386,7 @@
},
{
"cell_type": "markdown",
- "id": "8f10195f",
+ "id": "43b27e91",
"metadata": {},
"source": [
"You could also solve this problem using sympy! What would be the benefit of doing this? Check below how long it will take! You won't need timeit for this one..."
@@ -395,7 +395,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "197b4e0e",
+ "id": "9c29c5ee",
"metadata": {},
"outputs": [],
"source": [
@@ -405,7 +405,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "17a0a782",
+ "id": "b86876b0",
"metadata": {},
"outputs": [],
"source": [
@@ -415,7 +415,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2d5194b5",
+ "id": "a1f5f1d6",
"metadata": {},
"outputs": [],
"source": [
@@ -427,7 +427,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "162743df",
+ "id": "5c765367",
"metadata": {},
"outputs": [],
"source": [
@@ -438,7 +438,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "14653f60",
+ "id": "4f9cbf98",
"metadata": {},
"outputs": [],
"source": [
@@ -447,7 +447,7 @@
},
{
"cell_type": "markdown",
- "id": "505cfc4b",
+ "id": "fbaa6fc8",
"metadata": {},
"source": [
"What is the result for the 501th value using float values?"
@@ -456,7 +456,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "cf51c992",
+ "id": "05e374aa",
"metadata": {},
"outputs": [],
"source": [
@@ -496,7 +496,7 @@
},
{
"cell_type": "markdown",
- "id": "38c64fa5",
+ "id": "83ccd26b",
"metadata": {},
"source": []
}
diff --git a/synced_files/Week_2_2/old/old_PA10_solution_sympy.ipynb b/synced_files/Week_2_2/old/old_PA10_solution_sympy.ipynb
index 135919ca9b76339eadb87613cbfd0196d64a9859..5a8006ff2367c9137f5c03b649929cdc0f208c52 100644
--- a/synced_files/Week_2_2/old/old_PA10_solution_sympy.ipynb
+++ b/synced_files/Week_2_2/old/old_PA10_solution_sympy.ipynb
@@ -386,7 +386,7 @@
},
{
"cell_type": "markdown",
- "id": "f272809b",
+ "id": "ca132e20",
"metadata": {},
"source": [
"You could also solve this problem using sympy! What would be the benefit of doing this? Check below how long it will take! You won't need timeit for this one..."
@@ -395,7 +395,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "609bc8f2",
+ "id": "d7a4682d",
"metadata": {},
"outputs": [],
"source": [
@@ -405,7 +405,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3c1bc422",
+ "id": "cb9307ea",
"metadata": {},
"outputs": [],
"source": [
@@ -415,7 +415,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "fb690fd3",
+ "id": "08432776",
"metadata": {},
"outputs": [],
"source": [
@@ -427,7 +427,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "e39ad448",
+ "id": "61e28979",
"metadata": {},
"outputs": [],
"source": [
@@ -438,7 +438,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "2804541c",
+ "id": "c1d997fb",
"metadata": {},
"outputs": [],
"source": [
@@ -447,7 +447,7 @@
},
{
"cell_type": "markdown",
- "id": "12a51529",
+ "id": "9258f021",
"metadata": {},
"source": [
"What is the result for the 501th value using float values?"
@@ -456,7 +456,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "3e0909c0",
+ "id": "ee562b1e",
"metadata": {},
"outputs": [],
"source": [
@@ -496,7 +496,7 @@
},
{
"cell_type": "markdown",
- "id": "7e613475",
+ "id": "d211ad34",
"metadata": {},
"source": []
}
diff --git a/synced_files/Week_2_7/WS_2_7_solution.ipynb b/synced_files/Week_2_7/WS_2_7_solution.ipynb
index f5e401e7bea48e12fdfc35c2c1bc9cd4430832d2..cb732d66f4ffa807faccbb8e414aca9623ef97f4 100644
--- a/synced_files/Week_2_7/WS_2_7_solution.ipynb
+++ b/synced_files/Week_2_7/WS_2_7_solution.ipynb
@@ -130,7 +130,7 @@
},
{
"cell_type": "markdown",
- "id": "dc22a26a",
+ "id": "378c30f9",
"metadata": {},
"source": [
"<div style=\"background-color:#AABAB2; color: black; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px; width: 95%\">\n",
@@ -143,7 +143,7 @@
},
{
"cell_type": "markdown",
- "id": "2eb9f7bb",
+ "id": "2aeb3e75",
"metadata": {},
"source": [
"<div style=\"background-color:#FAE99E; color: black; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px; width: 95%\">\n",
@@ -166,7 +166,7 @@
},
{
"cell_type": "markdown",
- "id": "cac86783",
+ "id": "7090aa0a",
"metadata": {},
"source": [
"<div style=\"background-color:#AABAB2; color: black; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px; width: 95%\">\n",
@@ -196,7 +196,7 @@
{
"cell_type": "code",
"execution_count": null,
- "id": "f412d2dc",
+ "id": "6db6695b",
"metadata": {},
"outputs": [],
"source": [
@@ -223,7 +223,7 @@
},
{
"cell_type": "markdown",
- "id": "cff95550",
+ "id": "97d75207",
"metadata": {},
"source": [
"<div style=\"background-color:#AABAB2; color: black; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px; width: 95%\">\n",
@@ -236,7 +236,7 @@
},
{
"cell_type": "markdown",
- "id": "c414b6e3",
+ "id": "1bdb4d36",
"metadata": {},
"source": [
"<div style=\"background-color:#FAE99E; color: black; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px; width: 95%\">\n",
@@ -309,7 +309,7 @@
},
{
"cell_type": "markdown",
- "id": "a1fd08e4",
+ "id": "e3f4b419",
"metadata": {},
"source": [
"<div style=\"background-color:#FAE99E; color: black; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px; width: 95%\">\n",
diff --git a/synced_files/Week_2_7/WS_2_7_student.ipynb b/synced_files/Week_2_7/WS_2_7_student.ipynb
index 1171f8d021c7902512ab2f75aed37768bd12e668..196b3686239219e42b1d2b24e33ebcce5a2f349b 100644
--- a/synced_files/Week_2_7/WS_2_7_student.ipynb
+++ b/synced_files/Week_2_7/WS_2_7_student.ipynb
@@ -130,7 +130,7 @@
},
{
"cell_type": "markdown",
- "id": "d3bd9d09",
+ "id": "8d7f2b1c",
"metadata": {},
"source": [
"<div style=\"background-color:#AABAB2; color: black; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px; width: 95%\">\n",
@@ -151,7 +151,7 @@
},
{
"cell_type": "markdown",
- "id": "889ce8fa",
+ "id": "5d4a5520",
"metadata": {},
"source": [
"<div style=\"background-color:#AABAB2; color: black; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px; width: 95%\">\n",
@@ -180,7 +180,7 @@
},
{
"cell_type": "markdown",
- "id": "a4345aaa",
+ "id": "c1ebef51",
"metadata": {},
"source": [
"<div style=\"background-color:#AABAB2; color: black; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px; width: 95%\">\n",