From 0ca4a576393e4b8c23f80c47187734f5b5aeb1c7 Mon Sep 17 00:00:00 2001 From: DZE RICHARD <54338939+DFRICHARD@users.noreply.github.com> Date: Thu, 16 Mar 2023 09:41:11 +0000 Subject: [PATCH] add changelog.md to keep track of updates --- README.md | 163 +-------------------------------------------------- changelog.md | 158 +++++++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 161 insertions(+), 160 deletions(-) create mode 100644 changelog.md diff --git a/README.md b/README.md index 2923660c..f0ff4322 100644 --- a/README.md +++ b/README.md @@ -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) \ No newline at end of file diff --git a/changelog.md b/changelog.md new file mode 100644 index 00000000..48345555 --- /dev/null +++ b/changelog.md @@ -0,0 +1,158 @@ +## Updates + +* 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 \ No newline at end of file