Viewing profile — e_ameisen

Hi, paper author here. This is a new tool which relies on existing introspection libraries like TransformerLens (which is similar in spirit to Garcon) to build an attribution graph…

http://mlpowered.com/ I share practical tips about ML. I focus specifically on things that will make it easier to ship ML applications. As much as possible, I include code. Popular…

Disclaimer: This is a book I wrote. Building Machine Learning Powered Applications walks you through building an ML application end-to-end, from product idea to a (simple) deployed…

I'm glad you have found a workaround. Again, this is for an example script outside of the main narrative of the book, so the impact should be minimal. If pip struggles to find a sp…

Interesting. I wasn't aware of that issue. It seems like after running activate, `pip` does point to the right location (`which pip` points to the virtualenv pip), but I'll look in…

Sorry to hear that! Has tensorflow been your main issue? It is only used in one of the example notebooks, so you can skip that requirement without too much of an impact. If I can h…

That’s a great question, and I’m not sure. Googling around led me to an HN thread where a commenter claims that it is TheSans (lucasfonts.com/fonts/the-sans) but I do not have a go…

O'Reilly did organize the tech review process, where they found multiple reviewers to give detailed feedback on every part of the book. The O'Reilly staff themselves helped immense…

I answered the next comment down the chain, but I agree with you. As framed, there is no satisfactory solution to making a question "good". Improving question quality could however…

I'm so glad to hear you have been enjoying it!

I do not have a slack room, but that does sound like a good idea. For now I do have an email address provided for any questions in the book, and am reachable on Twitter (mlpowered)…

Yes, this is the approach in the book. The concept of question quality is nuanced, and does not have a clear definition. It can be easy to feel like you've solved the problem by ju…

Not at all, choose whichever platform and medium will give you the best reading experience. I hope you find the book helpful, please reach out if you have any questions or feedback…

It should be! The book mostly focuses on how to apply ML in practical concepts, and less about the internal workings of ML methods. I tried to explain the vast majority of ML conce…

I recently published my first book! Writing a book has been a personal goal for the longest time, and Hacker News is the main reason I got to do so. Reading interesting posts on HN…

I recently published my first book! Writing a book has been a personal goal for the longest time, and Hacker News is the main reason I got to do so. Reading interesting posts on HN…

A lot of the resources proposed in the comments focus on theoretical knowledge, or a particular sub-domain (Reinforcement Learning, or Deep Learning). I recommend a top down approa…