Spyke

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What tools do you use?

I know it's an old thread, but I want there to be more DS stuff in the Lemmy.

Python is arguably the defacto standard. Jupyter gets used a lot (but shouldn't be used to frequently IMO).

I haven't used R but it seems to be a distant second to Python. That being said, it really depends on the industry!

Generally my setup is VSCode and Anaconda developing on remote VMs.

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Dear ML users/researchers, what hardware do you use?

I have a mixed approach: I have a laptop with an RTX3060 (surprisingly good for small models and dev work). There are a few beefy servers I have access to through work/school which I leverage when I need more resources.

If I didn't have access to work/school servers, I would likely go with cloud or build a new desktop for myself. Most of my work has been with time series forecasting and anomaly detection so the models tend to be smaller. If you need bigger models this wouldn't work well for you.

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Is anybody else more active here then they were on Reddit?

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I know exactly what you mean. I even find that lemmy has had a less argumentative comments section. It is partially that I have avoided the wild communities, but it is still alarmingly chill.

Sorry for having a conversation. I didn't realize we came here to TALK. /s

I haven't found a good "wall of text" community yet. I am doing AI/ML research and was hoping that would grow quickly on lemmy. The Reddit equivalents had lots of comments and content.

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What research area currently excites you?

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I am really excited about GNNs too. I just submitted my PhD thesis on time series forecasting and anomaly detection for LTE/5G networks and I really think the next big jumps in that space are going to be graph-based.

My post-grad employment is in industry and I have a sneeking suspicion that the company will have me looking at them and I am pumped.

judo

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What are your tokui wazas?

I can't pick just one technique because newaza and tachiwaza techniques both have their own allure.

For tachiwaza, I love uchi mata and seoi nage. It is so satisfying to hit a big throw with a clean landing. In newaza, juji gatame is my go to.

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