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add changelog.md to keep track of updates #352

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163 changes: 3 additions & 160 deletions README.md
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Expand Up @@ -124,163 +124,6 @@ To start:

Please leave a [discussion](https://github.com/mrdbourke/pytorch-deep-learning/discussions) or send me an email directly: daniel (at) mrdbourke (dot) com.

## Log

Almost daily updates of what's happening.

* 13 Mar 2022 - add starter code for PyTorch 2.0 tutorial
* 18 Nov 2022 - add a reference for 3 most common errors in PyTorch + links to course sections for more: https://www.learnpytorch.io/pytorch_most_common_errors/
* 9 Nov 2022 - add PyTorch cheatsheet for a very quick overview of the main features of PyTorch + links to course sections: https://www.learnpytorch.io/pytorch_cheatsheet/
* 9 Nov 2022 - full course materials (300+ videos) are now live on Udemy! You can sign up here: https://www.udemy.com/course/pytorch-for-deep-learning/?couponCode=ZTMGOODIES7 (launch deal code valid for 3-4 days from this line)
* 4 Nov 2022 - add a notebook for PyTorch Cheatsheet in `extras/` (a simple overview of many of the most important functionality of PyTorch)
* 2 Oct 2022 - all videos for section 08 and 09 published (100+ videos for the last two sections)!
* 30 Aug 2022 - recorded 15 videos for 09, total videos: 321, finished section 09 videos!!!! ... even bigger than 08!!
* 29 Aug 2022 - recorded 16 videos for 09, total videos: 306
* 28 Aug 2022 - recorded 11 videos for 09, total videos: 290
* 27 Aug 2022 - recorded 16 videos for 09, total videos: 279
* 26 Aug 2022 - add finishing touchs to notebook 09, add slides for 09, create solutions and exercises for 09
* 25 Aug 2022 - add annotations and cleanup 09, remove TK's, cleanup images, make slides for 09
* 24 Aug 2022 - add annotations to 09, main takeaways, exercises and extra-curriculum done
* 23 Aug 2022 - add annotations to 09, add plenty of images/slides
* 22 Aug 2022 - add annotations to 09, start working on slides/images
* 20 Aug 2022 - add annotations to 09
* 19 Aug 2022 - add annotations to 09, check out the awesome demos!
* 18 Aug 2022 - add annotations to 09
* 17 Aug 2022 - add annotations to 09
* 16 Aug 2022 - add annotations to 09
* 15 Aug 2022 - add annotations to 09
* 13 Aug 2022 - add annotations to 09
* 12 Aug 2022 - add demo files for notebook 09 to `demos/`, start annotating notebook 09 with explainer text
* 11 Aug 2022 - finish skeleton code for notebook 09, course finishes deploying 2x models, one for FoodVision Mini & one for (secret)
* 10 Aug 2022 - add section for PyTorch Extra Resources (places to learn more about PyTorch/deep learning): https://www.learnpytorch.io/pytorch_extra_resources/
* 09 Aug 2022 - add more skeleton code to notebook 09
* 08 Aug 2022 - create draft notebook for 09, end goal to deploy FoodVision Mini model and make it publically accessible
* 05 Aug 2022 - recorded 11 videos for 08, total videos: 263, section 08 videos finished!... the biggest section so far
* 04 Aug 2022 - recorded 13 videos for 08, total videos: 252
* 03 Aug 2022 - recorded 3 videos for 08, total videos: 239
* 02 Aug 2022 - recorded 12 videos for 08, total videos: 236
* 30 July 2022 - recorded 11 videos for 08, total videos: 224
* 29 July 2022 - add exercises + solutions for 08, see live walkthrough on YouTube: https://youtu.be/tjpW_BY8y3g
* 28 July 2022 - add slides for 08
* 27 July 2022 - cleanup much of 08, start on slides for 08, exercises and extra-curriculum next
* 26 July 2022 - add annotations and images for 08
* 25 July 2022 - add annotations for 08
* 24 July 2022 - launched first half of course (notebooks 00-04) in a single video (25+ hours!!!) on YouTube: https://youtu.be/Z_ikDlimN6A
* 21 July 2022 - add annotations and images for 08
* 20 July 2022 - add annotations and images for 08, getting so close! this is an epic section
* 19 July 2022 - add annotations and images for 08
* 15 July 2022 - add annotations and images for 08
* 14 July 2022 - add annotations for 08
* 12 July 2022 - add annotations for 08, woo woo this is bigggg section!
* 11 July 2022 - add annotations for 08
* 9 July 2022 - add annotations for 08
* 8 July 2022 - add a bunch of annotations to 08
* 6 July 2022 - course launched on ZTM Academy with videos for sections 00-07! 🚀 - https://dbourke.link/ZTMPyTorch
* 1 July 2022 - add annotations and images for 08
* 30 June 2022 - add annotations for 08
* 28 June 2022 - recorded 11 videos for section 07, total video count 213, all videos for section 07 complete!
* 27 June 2022 - recorded 11 videos for section 07, total video count 202
* 25 June 2022 - recreated 7 videos for section 06 to include updated APIs, total video count 191
* 24 June 2022 - recreated 12 videos for section 06 to include updated APIs
* 23 June 2022 - finish annotations for 07, add exercise template and solutions for 07 + video walkthrough on YouTube: https://youtu.be/cO_r2FYcAjU
* 21 June 2022 - make 08 runnable end-to-end, add images and annotations for 07
* 17 June 2022 - fix up 06, 07 v2 for upcoming torchvision version upgrade, add plenty of annotations to 08
* 13 June 2022 - add notebook 08 first version, starting to replicate the Vision Transformer paper
* 10 June 2022 - add annotations for 07 v2
* 09 June 2022 - create 07 v2 for `torchvision` v0.13 (this will replace 07 v1 when `torchvision=0.13` is released)
* 08 June 2022 - adapt 06 v2 for `torchvision` v0.13 (this will replace 06 v1 when `torchvision=0.13` is released)
* 07 June 2022 - create notebook 06 v2 for upcoming `torchvision` v0.13 update (new transfer learning methods)
* 04 June 2022 - add annotations for 07
* 03 June 2022 - huuuuuuge amount of annotations added to 07
* 31 May 2022 - add a bunch of annotations for 07, make code runnable end-to-end
* 30 May 2022 - record 4 videos for 06, finished section 06, onto section 07, total videos 186
* 28 May 2022 - record 10 videos for 06, total videos 182
* 24 May 2022 - add solutions and exercises for 06
* 23 May 2022 - finished annotations and images for 06, time to do exercises and solutions
* 22 May 2202 - add plenty of images to 06
* 18 May 2022 - add plenty of annotations to 06
* 17 May 2022 - added a bunch of annotations for section 06
* 16 May 2022 - recorded 10 videos for section 05, finish videos for section 05 ✅
* 12 May 2022 - added exercises and solutions for 05
* 11 May 2022 - clean up part 1 and part 2 notebooks for 05, make slides for 05, start on exercises and solutions for 05
* 10 May 2022 - huuuuge updates to the 05 section, see the website, it looks pretty: https://www.learnpytorch.io/05_pytorch_going_modular/
* 09 May 2022 - add a bunch of materials for 05, cleanup docs
* 08 May 2022 - add a bunch of materials for 05
* 06 May 2022 - continue making materials for 05
* 05 May 2022 - update section 05 with headings/outline
* 28 Apr 2022 - recorded 13 videos for 04, finished videos for 04, now to make materials for 05
* 27 Apr 2022 - recorded 3 videos for 04
* 26 Apr 2022 - recorded 10 videos for 04
* 25 Apr 2022 - recorded 11 videos for 04
* 24 Apr 2022 - prepared slides for 04
* 23 Apr 2022 - recorded 6 videos for 03, finished videos for 03, now to 04
* 22 Apr 2022 - recorded 5 videos for 03
* 21 Apr 2022 - recorded 9 videos for 03
* 20 Apr 2022 - recorded 3 videos for 03
* 19 Apr 2022 - recorded 11 videos for 03
* 18 Apr 2022 - finish exercises/solutions for 04, added live-coding walkthrough of 04 exercises/solutions on YouTube: https://youtu.be/vsFMF9wqWx0
* 16 Apr 2022 - finish exercises/solutions for 03, added live-coding walkthrough of 03 exercises/solutions on YouTube: https://youtu.be/_PibmqpEyhA
* 14 Apr 2022 - add final images/annotations for 04, begin on exercises/solutions for 03 & 04
* 13 Apr 2022 - add more images/annotations for 04
* 3 Apr 2022 - add more annotations for 04
* 2 Apr 2022 - add more annotations for 04
* 1 Apr 2022 - add more annotations for 04
* 31 Mar 2022 - add more annotations for 04
* 29 Mar 2022 - add more annotations for 04
* 27 Mar 2022 - starting to add annotations for 04
* 26 Mar 2022 - making dataset for 04
* 25 Mar 2022 - make slides for 03
* 24 Mar 2022 - fix error for 03 not working in docs (finally)
* 23 Mar 2022 - add more images for 03
* 22 Mar 2022 - add images for 03
* 20 Mar 2022 - add more annotations for 03
* 18 Mar 2022 - add more annotations for 03
* 17 Mar 2022 - add more annotations for 03
* 16 Mar 2022 - add more annotations for 03
* 15 Mar 2022 - add more annotations for 03
* 14 Mar 2022 - start adding annotations for notebook 03, see the work in progress here: https://www.learnpytorch.io/03_pytorch_computer_vision/
* 12 Mar 2022 - recorded 12 videos for 02, finished section 02, now onto making materials for 03, 04, 05
* 11 Mar 2022 - recorded 9 videos for 02
* 10 Mar 2022 - recorded 10 videos for 02
* 9 Mar 2022 - cleaning up slides/code for 02, getting ready for recording
* 8 Mar 2022 - recorded 9 videos for section 01, finished section 01, now onto 02
* 7 Mar 2022 - recorded 4 videos for section 01
* 6 Mar 2022 - recorded 4 videos for section 01
* 4 Mar 2022 - recorded 10 videos for section 01
* 20 Feb 2022 - recorded 8 videos for section 00, finished section, now onto 01
* 18 Feb 2022 - recorded 13 videos for section 00
* 17 Feb 2022 - recorded 11 videos for section 00
* 16 Feb 2022 - added setup guide
* 12 Feb 2022 - tidy up README with table of course materials, finish images and slides for 01
* 10 Feb 2022 - finished slides and images for 00, notebook is ready for publishing: https://www.learnpytorch.io/00_pytorch_fundamentals/
* 01-07 Feb 2022 - add annotations for 02, finished, still need images, going to work on exercises/solutions today
* 31 Jan 2022 - start adding annotations for 02
* 28 Jan 2022 - add exercies and solutions for 01
* 26 Jan 2022 - lots more annotations to 01, should be finished tomorrow, will do exercises + solutions then too
* 24 Jan 2022 - add a bunch of annotations to 01
* 21 Jan 2022 - start adding annotations for 01
* 20 Jan 2022 - finish annotations for 00 (still need to add images), add exercises and solutions for 00
* 19 Jan 2022 - add more annotations for 00
* 18 Jan 2022 - add more annotations for 00
* 17 Jan 2022 - back from holidays, adding more annotations to 00
* 10 Dec 2021 - start adding annoations for 00
* 9 Dec 2021 - Created a website for the course ([learnpytorch.io](https://learnpytorch.io)) you'll see updates posted there as development continues
* 8 Dec 2021 - Clean up notebook 07, starting to go back through code and add annotations
* 26 Nov 2021 - Finish skeleton code for 07, added four different experiments, need to clean up and make more straightforward
* 25 Nov 2021 - clean code for 06, add skeleton code for 07 (experiment tracking)
* 24 Nov 2021 - Update 04, 05, 06 notebooks for easier digestion and learning, each section should cover a max of 3 big ideas, 05 is now dedicated to turning notebook code into modular code
* 22 Nov 2021 - Update 04 train and test functions to make more straightforward
* 19 Nov 2021 - Added 05 (transfer learning) notebook, update custom data loading code in 04
* 18 Nov 2021 - Updated vision code for 03 and added custom dataset loading code in 04
* 12 Nov 2021 - Added a bunch of skeleton code to notebook 04 for custom dataset loading, next is modelling with custom data
* 10 Nov 2021 - researching best practice for custom datasets for 04
* 9 Nov 2021 - Update 03 skeleton code to finish off building CNN model, onto 04 for loading custom datasets
* 4 Nov 2021 - Add GPU code to 03 + train/test loops + `helper_functions.py`
* 3 Nov 2021 - Add basic start for 03, going to finish by end of week
* 29 Oct 2021 - Tidied up skeleton code for 02, still a few more things to clean/tidy, created 03
* 28 Oct 2021 - Finished skeleton code for 02, going to clean/tidy tomorrow, 03 next week
* 27 Oct 2021 - add a bunch of code for 02, going to finish tomorrow/by end of week
* 26 Oct 2021 - update 00, 01, 02 with outline/code, skeleton code for 00 & 01 done, 02 next
* 23, 24 Oct 2021 - update 00 and 01 notebooks with more outline/code
* 20 Oct 2021 - add v0 outlines for 01 and 02, add rough outline of course to README, this course will focus on less but better
* 19 Oct 2021 - Start repo 🔥, add fundamentals notebook draft v0
## Changelog

To stay up-to-date on the latest changes to the project, keep an eye on [changelog.md](changelog.md)
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