Welch Labs
@welchlabs
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Joined August 2015
RT @jeremyphoward: I’m hearing comments that Grid AI (Lightning) seem to have copied fastai's API without credit, and claimed to have inven….
mdpi.com
fastai is a deep learning library which provides practitioners with high-level components that can quickly and easily provide state-of-the-art results in standard deep learning domains, and provides...
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"A girl in a flowing white dress floating gracefully into a dreamy sky filled with stars and colorful clouds at sunset.". Try Grok Imagine, free for a limited time:.
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RT @3blue1brown: I'm doing a TEDx talk at Berkeley this February. If you want to come, they gave one of those fancy discount codes for my….
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Awesome!.
Just stumbled across this video series. It does a really nice job of introducing imaginary numbers and gets some historical context in there too. I will definitely be sharing it with my HL class. Well done @welchlabs
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Looking forward to teaching the Deep Learning workshop at Data Science North Carolina later this month. Hoping to include some new material on GANs!
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Moving in the age direction of the latent space of #StyleGan gets a little creepy. Using nice repo from Dmitry Nikitko:
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I had a great time chatting with @kirill_eremenko on the @superdatasci podcast about #NeuralNetworks, #SelfDrivingCars, and #ComputerVision, available here: Thanks for the invitation!.
superdatascience.com
An exciting chat with Stephen Welch on the role of neural networks in autonomous cars and the future of machine learning and AI.
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RT @otduet: First attempt at removing cars off the roads with neural nets. Will have to dream harder.
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Conclusions after a couple weeks with @fastdotai: the library is under-documented and buggy, but delivers astonishingly good performance, quickly. I’ve achieved better performance in 3 days in #fastai than I did after working on the same problem in #keras for ~1 month.
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So learning about #GANs has been really tough, but I at least have some cool pictures to show for it. :)
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Really looking forward to catching up on these when I have some time! The animations look incredible.
Chapter 2 is out! "But what is a partial differential equation?".
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Really like this #PyTorch tutorial, nicely builds a simple neural network from pure python into pytorch piece by piece.
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This was fun, thanks to @ssmithCLT for the invitation!.
Listen to my experience of winning the hackathon with @KurtDowswell and @welchlabs at @QueenCityPN! Thanks for the interview @ssmithCLT 😊.
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Working on a new series on GANs, thought it would be fun to see if I could map a video of me to some clips of @CaseyNeistat - here's the results for far. Pretty crazy, right!? #NeuralNetworks #DeepLearning
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Looking forward to this one!.
∞ @stevenstrogatz's new book is out today and it's awesome! I was lucky enough to get an early copy and I've never read a clearer explanation of calculus or the significant powers we gained by harnessing infinity. Michael and I highly recommend it!
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Woah, that’s fun!.
I'll share a few more animations from the latest video here. First, how approximations from Euler's method change with smaller time steps:
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RT @StartCLT: The @charlottehacks winning team, @welchlabs, created a heatmap of #MecklenburgCounty for each of @MedLinkMeck six clinics to….
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Congrats to the first Welch Labs Patreon quarterly book raffle winner! In the mail to you today is a copy of one of my favorite books of all time, including some annotations around my favorite passages. Enjoy!
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