COMP9418 Notices

Exam Solutions

Posted by Jeremy Gillen Tuesday 15 December 2020, 05:44:09 PM.

Hi everyone,

The exam solutions have been uploaded to WebCMS, under the Final Exam page.

Good luck for your exam results, and enjoy the holidays!

Regards,

Jeremy (on behalf of the COMP9418 team)

Exam marks are available

Posted by Gustavo Batista Sunday 13 December 2020, 12:44:58 PM.

Dear students,

We have uploaded the exam marks. You can access the detailed breakdown under the Collect Submission tab.

Later this week, we will release more information about exam marking and general performance statistics.

The marks should appear on the Grades page. Please, double-check all the marks to confirm they are correct.

Regards,

Gustavo (on behalf of the COMP9418 team)

There is a mistake in Question 3, alternative 3

Posted by Gustavo Batista Monday 07 December 2020, 11:45:53 AM.

The correct wording is:

3. [ ] Learning DAG structures is always better than learning tree structures. The addition of new edges to tree structures will transform the tree into a DAG and will never decrease the log-likelihood of the network.

Sorry for the mistake.

Gustavo.

Assignment 2 Marks

Posted by Jeremy Gillen Wednesday 02 December 2020, 02:08:33 PM.

Hi everyone,

Assignment 2 Marks have been uploaded. You can access the detailed breakdown under the Collect Submission tab on the Assignment 2 page. The Assignment 2 marking guide is available on the Assignments page, and provides a description of each part of the mark.

The same assignment mark should appear on the Grades page within 24 hours. If you haven't done so already, now would be a good time to double check all the marks on the Grades page to confirm they are what you expect.

Regards,

COMP9418 Team

Assignment 2 Final Leaderboard

Posted by Jeremy Gillen Monday 30 November 2020, 01:04:11 PM.

Hi everyone,

This is the final leaderboard for Assignment 2.

Please let us know ASAP if there is any incorrect information in the table. (If you have special consideration, don't worry about the HoursLate value, it will manually modified).

Marks for this assignment should be released later this week.

If you are curious about the most successful solutions to the problem, I will try to release a brief description of the top several solutions after marks are released (with permission from the relevant students). You are also welcome to discuss your solutions on the Assignment 2 forum.

Best of luck with your study!

Sample Exam Solutions

Posted by Jeremy Gillen Friday 27 November 2020, 06:21:24 PM.

Hi everyone,

The sample exam solutions have been uploaded.

Good luck with your study and exams!

Regards,

9418 Team

myExperience Student Survey closes 26 November

Posted by Gustavo Batista Monday 23 November 2020, 08:44:41 AM.

Dear students,

myExperience Student Survey is closing soon, 26 November.

So far, around 15% of the COMP9418 students comnpleted the survey.

The survey is an excellent opportunity for us to gather feedback about COMP9418 and help to improve it for the next year.

It is also an essential component of the assessment of lecturers and tutors.

Please, complete the survey by logging into myExperience.

Many thanks,

Gustavo (on behalf of the COMP9418 team).

Sample Exam and Leaderboard

Posted by Jeremy Gillen Saturday 21 November 2020, 10:41:59 AM.

Hi everyone,

A sample exam has been uploaded, which has the same format as your exam. The solutions will be released late next week.

The leaderboard from last night got the following results:

zID Cost Time(s)

z5208518/ 57294.1836492078 204
z5116128/ 58433.82299139516 169
z5219223/ 58699.4784654479 323
z5110579/ 59140.140607843976 145
z5001734/ 60435.86050566584 373
z5240149/ 60444.06870471329 36
z5206914/ 60933.11405922645 418
z5238570/ 61152.92818118046 68
z5160389/ 61408.764093287304 39
z5215441/ 61504.68227463722 48
z5277884/ 61598.77784413948 38
z5227490/ 61673.92789329429 70
z5163692/ 61854.084235425245 146
z3448000/ 61957.920986526624 358
z5224156/ 62689.49714416547 333
z3253064/ 64878.78847676087 167
z5207788/ 65150.53205467046 149
z5139760/ 65266.326738349744 73
z5125828/ 65562.7452838812 163
z5125661/ 69692.54494928922 156
z3183720/ 70685.12168963355 142
z5181047/ 70722.47847916694 141
z5244677/ 70772.047232204 45
z5274329/ 72723.84735045173 94
z5077887/ 74811.64215258675 81
z3463557/ 74955.46305977668 90
z5190667/ 75726.93697489466 180
z5222381/ 75951.05189298818 175
z3343513/ 77698.19701976894 53
z5186017/ 77970.03635335565 210
z5236519/ 80197.31894352044 59
z5189027/ 80931.43034700063 219
z5210400/ 80953.67013308167 105
z5043158/ 83521.46076029312 517
z3289128/ 84603.35561398786 274
z5245878/ 86319.14911496143 317
z5222473/ 89566.8482163203 276
z5156345/ 90765.67764964182 77
z5203365/ 92570.66272233111 137
z5231523/ 109371.39375625348 217
baseline/ 137285.957040933 35

z5176972/ Timeout 660
z5185575/ Timeout 660
z5231733/ Timeout 660
z5249314/ Timeout 660

z3288635/ # FileNotFoundError: [Errno 2] No such file or directory: 'evidence_models.pkl'
z5224057/ # FileNotFoundError: [Errno 2] File b'room_sensors.csv' does not exist: b'room_sensors.csv'
z5228905/ # TypeError: Cannot do inplace boolean setting on mixed-types with a non np.nan value
z5233785/ # FileNotFoundError: [Errno 2] No such file or directory: 'emission'
z5275522/ # ModuleNotFoundError: No module named 'nopeople'
z5331659/ # ModuleNotFoundError: No module named 'seaborn'
z5161251/ # ModuleNotFoundError: No module named 'helper'
z5203224/ # ModuleNotFoundError: No module named 'sklearn.linear_model._logistic'
z5244619/ # KeyError: ('r1', 'door_sensor4_4')
z5274814/ # AttributeError: 'DataFrame' object has no attribute 'value_counts'
z5236550/ # ValueError: Input contains NaN, infinity or a value too large for dtype('float64').

There were several errors caused by missing files. I think this was caused by give not accepting files unless they have certain file extensions. This is mostly my fault. I've changed the settings so that all file extensions are now accepted. If your submission was affected by this, you can resubmit ASAP and I will rerun your submission and send you the results.

If you need it, I can send the full error traceback of any solutions where an error occurred. Just email me.

New Quiz 8 deadline

Posted by Gustavo Batista Saturday 21 November 2020, 12:22:36 AM.

Dear students,

We moved the Quiz 8 deadline to Monday at 6 pm.

Gustavo.

Assignment 2 efficiency marks

Posted by Jeremy Gillen Thursday 19 November 2020, 05:27:01 PM.

Hi everyone,

We have received several questions relating to how marks will be assigned for different levels of efficiency, so we are adding a little more detail about those marks.

There is 20% of the assignment mark assigned for quality, readability and efficiency of the code. Half of this will come directly from efficiency.

Marks will be assigned based on the length of time it takes for your program to process 10 days of data:

10/10 <200s

8/10 <300s

6/10 <400s

4/10 <500s

2/10 <600s

0/10 >600s

Strict time limit on Assignment 2 final test

Posted by Jeremy Gillen Tuesday 17 November 2020, 10:58:36 PM.

Hi all,

We set a time limit on the final submission: the test must run in 1800 seconds for 10 days (180 seconds per day). If it takes longer, it will be cut off, and receive 0 for the programming section. This has been added to the assignment page. You should aim to be much faster than this.

The next leaderboard has a stricter cut off, it will timeout if your program runs in more than 600 seconds (otherwise it might take too long to get the results back to you).

Regards,

Jeremy

One last Assignment 2 leaderboard

Posted by Jeremy Gillen Tuesday 17 November 2020, 03:00:58 PM.

Hi all,

To give everyone a chance to do a final test of your model before submission, we will run another leaderboard on Friday night. Submissions will be due at 6pm, and the results will be announced by Saturday morning.

You will not be able to score bonus marks on this leaderboard. I'll set the timeout to 10mins (1min/day). You should still aim for less than 5mins (30seconds/day), I just want to make sure the slower submissions still get some feedback, even if you haven't finished improving the efficiency of your code.

I won't run anything slower than 10mins, because I expect there to be a lot of submissions for this one, and it will take a long time to run all of them.

Tutor consultation hours

Posted by Jeremy Gillen Tuesday 17 November 2020, 10:58:57 AM, last modified Tuesday 17 November 2020, 02:15:34 PM.

Hi everyone,

This is a reminder that the tutors will be holding consultation hours online at the following times:

Jeremy will have a consultation hour on Tuesday 11am-midday, in week 10. (now) Click here to join the meeting .
Payal will have a consultation hour on Wednesday 4pm-5pm in week 10. Click here to join the meeting .
Peng will have a consultation hour on Wednesday 2pm-3pm in week 11 . Click here to join the meeting .

Gustavo will also still have his normal consultation hour on Thursday at 11-12.

Assignment 2 Leaderboard

Posted by Jeremy Gillen Monday 16 November 2020, 10:23:15 AM.

There have a couple of small updates to the files over the past week, these are all listed on the assignment page.

COMP9418 Exam

Posted by Gustavo Batista Friday 13 November 2020, 05:57:12 PM.

Dear students,

We are approaching the end of the term. We have recently received the information that COMP9418 exam will run Monday, 7/12/2020.

The exam will last for 24 hours, starting 7/12/2020 at 00:01 AEST. We will answer questions from 9 am to 9 pm AEST. During this time, any issues should be posted in the WebCMS forum (general matters) or sent by email to cs9418@cse.unsw.edu.au (sensitive ones).

The exam will be available in WebCMS. It will be a Jupyter notebook. You must write all answers in the notebook and submit it by give (command line or WebCMS) before the deadline.

The exam will have three parts:

1. Multiple choice questions (20%).
2. Questions that require a textual answer (50%).
3. Programming questions in Python (30%).

The exam will require less than 3 hours. Therefore, you must reserve at least 3 hours to work on the exam on that day. We will not enforce you to submit the answers in 3 hours. The only requirement is that you submit your exam before the 24h deadline (7/12/2020 at 23:59 AEST). No late submissions will be accepted.

In case you do not submit your exam on time, we will consider that you did not take part in the exam. You will need to apply for a supplementary exam.

We will make a sample exam available to you in Week 10. The answers for the sample exam will be public on WebCMS in Week 11.

To solve the exam programming questions, you will need to have access to a computer with the same libraries used in tutorials. You can use the UNSW CSE VLAB computers using software such as TigerVNC. However, keep in mind that such setup may require an internet connection with an adequate bandwidth.

The exam will be an open book exam. Therefore, you are permitted to access papers and books as well as the course materials, including slides and solved tutorials. You are not permitted to communicate (email, phone, message, talk, etc.) with anyone during the exam, except COMP9418 staff via email or forum.

Deliberate violation of exam conditions will be referred to Student Integrity as serious misconduct.

myExperience Student Survey

Posted by Gustavo Batista Friday 13 November 2020, 04:15:23 PM.

Dear students,

myExperience Student Survey is open and will close on 26 November.

The survey is an excellent opportunity for us to gather feedback about COMP9418 and help to improve it for the next year.

It is also an essential component of the assessment of lecturers and tutors.

Please, complete the survey by logging into myExperience .

Many thanks,

Gustavo (on behalf of the COMP9418 team).

Assignment 1 marking scheme

Posted by Jeremy Gillen Monday 09 November 2020, 10:55:05 PM.

Hi everyone,

The test cases/marking guide for Assignment 1 is available here . This will help for understanding the Assignment 1 mark breakdown. If you think a mistake has been made with your grade, you can discuss it with your tutor if there's spare time in your tutorial, or if there's not, you can email me.

I will be doing a consultation hour tomorrow at 11am. You can find the meeting on Teams, under the "Tutor consultation meetings" channel. This is intended for assignment 2 questions, but if there's spare time I can also answer questions about assignment 1.

Regards,

Jeremy

Assignment 1 marks

Posted by Jeremy Gillen Monday 09 November 2020, 09:10:04 PM.

Hi all,

Assignment 1 marks have been released. You can access the detailed breakdown on the "Collect Submission" tab on the assignment page, or by clicking View Submission in the Grades page.

If your grades aren't there, let me know. In theory, everyone should be able to access the detailed breakdown, even if your partner submitted the assignment.

Regards,

Jeremy

Assignment 2 Leaderboard

Posted by Jeremy Gillen Monday 09 November 2020, 12:14:45 PM.

Assignment 2: bug in example_test.py

Posted by Jeremy Gillen Friday 06 November 2020, 07:10:25 PM.

Hi all,

There was a bug in example_test.py, which caused errors in the data sent to get_action(). Only the data from the robot sensors was affected.

The file is now fixed, please download the assignment 2 files again to get the updated example_test.py

Regards,

Jeremy

Another Assignment 2 clarification

Posted by Jeremy Gillen Monday 02 November 2020, 07:20:24 PM.

Hi all,

We decided to release a little more information that may be useful for Assignment 2:

The number of people who come to the office each day varies
according to this distribution: num_people = round(Normal(mean=20, stddev=1)). This information was obtained from records of the number of workers present each day.

I added this to the specification

Assignment 2 clarification

Posted by Jeremy Gillen Friday 30 October 2020, 06:40:33 PM.

I added some clarifications to the Assignment 2 specification. The clarifications are clearly labeled in bold.

Stureps/CSE 20T3/21T1 survey

Posted by Gustavo Batista Thursday 29 October 2020, 02:42:48 PM.

Dear students,

We have received the results of the Stureps/CSE 20T3/21T1 survey. Thanks for those that answered the survey call.

Regarding COMP9418, the survey identified three main issues:

1. Need for more consultation hours
2. Additional help with the assignments
3. Improve slides quality including catching typos

Therefore, we will take the following actions:

1. I will provide one more consultation hour per week, on Tuesdays from 6 pm to 7 pm, starting next week. We anticipate that week 10 will have a higher demand for consultation. In this week, we will have three more consultation hours provided by the tutors. All consultations will run on MS Teams.
2. Jeremy will give special consultation hours for assignment 2 on weeks 9 and 10. We think that this will be the period of highest demand.
3. I will collect typos, errors, bugs, etc. in the course material and provide a revised material on week 10. Therefore, the material will be ready to be used as a reference for the exam.

I apologise for the typos in the slides. Most of them are being used for the first time in this course.

Regards,

Gustavo.

Assignment 2 Leaderboard

Posted by Jeremy Gillen Thursday 29 October 2020, 12:39:07 PM.

Hi all,
We will be running a leaderboard in the two weeks leading up to assignment 2 submission. To enter each round, you must submit (via give) before Sun 8th Nov 6 pm (first round) and Sun 15th Nov 6 pm (second round). The results will be released the following day.

The top 5 scoring teams on each round will receive up to 5% bonus marks on the assignment. The first place will receive a 5% bonus, second place 4% and so on. This bonus may help make up for marks lost elsewhere in the course.

The requirements to compete in the leaderboard are the following:

1. Your model must perform better than the trivial models that keep all lights on or off during the entire simulation.

2. The wall clock execution time should be less than 30 seconds per day of simulation.

Assignment 2 has been released

Posted by Jeremy Gillen Monday 26 October 2020, 03:58:51 PM.

Assignment 2 has been released. It is due on the 22nd of November.

Let us know via the forum if you have any doubts.

Good luck!

Assignment 2 release has been pushed back

Posted by Jeremy Gillen Friday 16 October 2020, 04:38:48 PM.

Hi all,
Assignment 2 will be released on Monday of Week 7, and the due date will be pushed back to the Sunday of Week 10.

Remember that Assignment 1 and Quiz 4 are due this Sunday at 6pm.

Regards,

Stureps/CSE 20T3/21T1 survey

Posted by Gustavo Batista Thursday 15 October 2020, 12:00:59 PM.

Dear students,

CSE is running a survey about the courses in T3 as well as planning for T1/2021. Please, complete the survey that is available at https://web.cse.unsw.edu.au/~apps/prismatic

I know you may be a little busy now with assignment 1. But the survey will be open until Monday the 18th of October at 23:59:59 AEDT .

Regards,

Gustavo.

Assignment 1 Task benchmarks

Posted by Jeremy Gillen Monday 12 October 2020, 01:43:38 PM.

Hi all,
There have been a lot of questions about the execution time for each assignment function.
For reference, here are the wall clock running times of my code, when run on the cse servers. cv_bayes_net took 25s, cv_naive_bayes took 45 seconds, and cv_tan took 46 seconds.
I used dictionaries for memoization to speed up some functions, which sometimes halved the time. This isn't required.

Regards,

Jeremy

Quiz 3 due date is approaching

Posted by Gustavo Batista Sunday 11 October 2020, 12:52:49 AM.

Hi all,

please, remember that the Quiz 3 due date is Sunday 6 pm (Sydney time).

Regards,

Gustavo.

A reminder for students not in Sydney

Posted by Jeremy Gillen Wednesday 07 October 2020, 05:52:31 PM.

Hi all,

A reminder for students who are not in Sydney: Daylight saving time has started in Sydney. You will need to come to your online tutorial one hour earlier.

I hope you're enjoying the course so far!

Regards,

Jeremy

Course materials for week 4 are online on WebCMS

Posted by Gustavo Batista Monday 05 October 2020, 12:50:48 AM, last modified Monday 05 October 2020, 01:19:09 AM.

Dear students,

We have uploaded the course materials (quiz, slides, lectures and tutorials) for week 4. Since today (Monday) is a holiday in Australia, Jeremy and I will not answer questions in the forum. We will be back online Tuesday morning.

Regards,

Gustavo.

Quiz 2 deadline is approaching

Posted by Gustavo Batista Saturday 03 October 2020, 05:37:07 PM.

Hi all,

please, remember that the Quiz 2 due date is Sunday 6 pm (Sydney time).

Regards,

Gustavo.

Updates to Assignment 1

Posted by Jeremy Gillen Thursday 01 October 2020, 11:00:14 PM.

Hi all,

There have been several updates to the assignment to clarify a few sections. Please download the new notebook and specification.

Apologies for any inconvenience. Let us know if there's still anything unclear and we'll answer on the forum. Good luck!

Regards,

Jeremy

Assignment 1 has been released

Posted by Jeremy Gillen Monday 28 September 2020, 01:18:29 PM.

Assignment 1 has been released. Good luck!

Please post on the forum if something needs to be clarified.

Also, Quiz 1 answers are out, and Quiz 2 has been released.

Regards,

Jeremy

Reminder: Quiz 1 due date is Sunday, 27th September, at 6 pm.

Posted by Gustavo Batista Friday 25 September 2020, 06:02:55 PM.

Hi all,

please, remember that the Quiz 1 due date is Sunday 6 pm.

Regards,

Gustavo.

Welcome to Week 2

Posted by Gustavo Batista Monday 21 September 2020, 03:31:21 PM.

Dear students,

We have posted the videos and slides for the week two lectures. This week we have the first quiz which is already running in WebCMS. Its due date is Sunday at 6 pm. Please, notice that we will not allow late submissions for the quizzes.

We also posted the answers for week one tutorials. For week two tutorials, please watch the videos until lecture 3.4 since this tutorial will cover logic and probabilities.

We are running slightly late with the course. Next week we will finish the topic of modelling Bayesian networks and start discussing classification and inference.

I hope you are all in good health. Stay safe.

Gustavo (on behalf of the whole team involved in the course)

Quiz 1 has been released

Posted by Jeremy Gillen Monday 21 September 2020, 12:28:57 PM.

It is due on Sunday at 6pm. A new quiz will be released every week on Monday, and will be due the next Sunday. Good luck!

MyUNSW timetable incorrectly says some in-person classes are online

Posted by Jeremy Gillen Sunday 20 September 2020, 12:50:47 PM.

Please note that the MyUNSW timetable is incorrectly showing some tutorials as online, when they are actually in-person. If you are unsure of which tutorial you are enrolled in, you can use the list below and the Course Outline to confirm the location of your tutorial. If you want to swap to a different tutorial, please do so on MyUNSW. This page may help for working out class codes for swapping to a specific tutorial. (If you've swapped tutorial in the last few days this list might be out of date).

z3288635 H16B (Online)
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Tutorial Links

Posted by Jeremy Gillen Thursday 17 September 2020, 10:35:00 AM.

There have been some issues with Microsoft Teams, where some students aren't being added to the tutorial meetings. We're sorting this out at the moment. In the mean time, you can use the meeting links below to access any of the online tutorial meetings, or the consultation hour.

fri12b https://teams.microsoft.com/l/meetup-join/19:215...

fri14b https://teams.microsoft.com/l/meetup-join/19:5b8...

thu16a https://teams.microsoft.com/l/meetup-join/19:ba7...

thu16b https://teams.microsoft.com/l/meetup-join/19:957...

thu16c https://teams.microsoft.com/l/meetup-join/19:696...

wed12a https://teams.microsoft.com/l/meetup-join/19:866...

wed14a https://teams.microsoft.com/l/meetup-join/19:1bd...

Consultation (Thu 11-12) https://teams.microsoft.com/l/meetup-join/19:mee...

Apologies for any inconvenience,

Jeremy

Welcome to COMP9418

Posted by Gustavo Batista Monday 14 September 2020, 11:45:20 AM.

Dear students,

Welcome to COMP9418.

Please, read the course outline available at https://webcms3.cse.unsw.edu.au/COMP9418/20T3/outl... and watch the welcome video ( https://webcms3.cse.unsw.edu.au/COMP9418/20T3/reso... )

We will use WebCMS as our primary tool to manage the course content. Although the video lectures will be available on Youtube and Echo360, please, do not post questions on these platforms. For this task, use the WebCMS forum. We will monitor the forum constantly.

Regards,

Gustavo (on behalf of the whole team involved in the course)