...and as a part of a deliberate effort to reduce the size and effectiveness of government agencies.
If you relocate a government agency HQ to an area that doesn't have any competitive jobs, you're making it more difficult for that agency to attract and retain tallent.
Just by moving the office in the first place you'll hemorrhage experienced personnel who don't want to move their lives across the country.
To proponents - that's a feature not a bug. Less effective regulation (and eventually deregulation) being the goal.
Still, as far as risk to RH is concerned - if this kicks off a change via their customers, regulators, or legal action the change is probably not in their favor.
RH makes money by selling data to investment firms, not off individual trades/fees.
If their customers - the firms that pay them, not app users - see the RH platform as a threat to their business they could pull the plug[0]. Or if this prompts regulators to examine RH and similar products.
The risk isn't in the outcomes of options/trades; its risk to their business model.
[0] RH's customer are actually market makers, who by and large will be profiting heavily off of this.
I don't think its the FBI's job to figure out who smashed up a Target or looted a Footlocker.
Its definitely the FBI's job to figure out who breached a federal building, let alone the seat of our legislative branch during an active session.
That being said... the FBI, DOJ, DHS, and state agencies definitely do shady stuff and track people via their devices at protests. I'm remembering surveillance planes over Baltimore that were traced back to feds.
>is it a new environment, or is it an extended Jupyter Notebook? It looks like Jupyter Notebook to me. Why not Jupyter Lab?
Neither? It doesn't change the features of jupyter notebooks, and its not an improved/expanded UI like jupyter lab (you could use nbdev with jupyter lab). Its utilities and automation to make package/library development a better experience if jupyter is where you write your code.
No, its not really the same - but the parent is "planning to have a dabble with NLP and machine learning" so my guess is HuggingFace/SpaCy/PyTorch/Tensorflow/FastAI are more the consideration than touching CUDA directly.
> Thinking of Lebron James who hypocritically spoke up about BLM and not about human rights abuses in China[1].
I don't understand this take.
Why does LeBron James have to address human rights in China before he, a Black American, can address human rights abuses against Black Americans in America?
First real forays into FE that didn't involve slicing PSDs to tables were in Bootstrap and Foundation in ~2013. The responsive grid those frameworks delivered seemed magical at the time, but you got the sense that the benefits came on the back of some serious CSS wizardry and framework overhead.
The newer CSS features (grid, flexbox) seem so light and magical.
I’m in favor of there being more and better resources to learn anything out there, but every time I see a deep learning 101 type material all I can think is “who is this for?”.
In ~July 2016 I was at a presentation by NVidia at GW in DC. They showed off how easy it was to build out and train a model using some of their tooling (Digits maybe?). After the demo they opened it up for questions and a grad student ‘asked’ “You just did in 10 mins with 30 lines of code what I worked on for an entire semester”.
That’s been the trajectory of the tools and increasing abstraction in this space. It’s just getting easier and easier to build models that work (which is great), and it gets easier and easier to do so without knowing more than an extremely high level overview of the math behind it all.
So while this looks like a great resource - who’s it for?
For jobs/problems that need you to have a thorough understanding of the math and theory behind the networks this isn’t going to cut it.
For jobs/problems that need you to get something working math or not - this likely isn’t necessary to get started.
So it’s for people that have been getting into DL but also haven’t bothered or needed to look up the math concepts?
If you relocate a government agency HQ to an area that doesn't have any competitive jobs, you're making it more difficult for that agency to attract and retain tallent.
Just by moving the office in the first place you'll hemorrhage experienced personnel who don't want to move their lives across the country.
To proponents - that's a feature not a bug. Less effective regulation (and eventually deregulation) being the goal.