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Fight over Clarity(reddit.com)
The media is framing this as an instant win for crypto, but the 309-page draft raises important regulatory issues we need to discuss. While it finally establishes clear boundaries between the SEC and CFTC—which is massive for bringing institutional volume back onshore—the banking lobby snuck in a major compromise. Section 102 effectively bans earning passive yield just for holding stablecoins. It still needs 60 Senate votes and a White House signature before the July 4th target. How are you positioning your portfolio ahead of this? submitted by /u/AngryMonkkk [link] [Kommentare]
I’m building a free bilingual machine-learning notebook course — looking for feedback on structure and coverage [R](reddit.com)
Hi everyone, I’m building an open-source machine-learning tutorial repository in Jupyter Notebook format: https://github.com/mohammadijoo/Machine_Learning_Tutorials The course is bilingual: English and Persian/Farsi versions are organized in parallel. The goal is to make a practical, notebook-first ML curriculum that students can run locally and study step by step. Current focus areas include: ML foundations and workflow data cleaning, preprocessing, feature engineering regression and classification tree models and ensembles clustering and dimensionality reduction evaluation, cross-validation, calibration time series, anomaly detection, responsible ML, and MLOps concepts datasets and exercises for hands-on practice I would appreciate feedback on: whether the chapter order makes sense for beginners what important classical ML topics are missing whether bilingual notebooks are useful for non-native English learners how to make the notebooks more practical without turning them into only “copy/paste code” I’m sharing this as a free educational resource and would value constructive criticism. submitted by /u/abolfazl1363 [link] [Kommentare]
I built an interactive double-pendulum chaos simulator in HTML/CSS/JS — looking for feedback on the physics and visualization(reddit.com)
Hi everyone, I built a small open-source web simulation of a double pendulum to demonstrate chaotic motion and sensitivity to initial conditions. Repo: https://github.com/mohammadijoo/Double-Pendulum-Chaos-Mechanism The goal is educational: a browser-based demo that lets students or beginners see how a simple mechanical system can produce complex, chaotic behavior. It is written with HTML, CSS, and JavaScript, so it can run without installing a physics engine. I would appreciate feedback on: whether the visualization explains chaotic behavior clearly whether the equations / numerical integration could be improved what parameters or plots would make the simulator more useful for control, robotics, or physics students whether adding energy plots, phase portraits, or Lyapunov-style divergence visualization would be useful I’m sharing it mainly for technical feedback, not as a commercial project. submitted by /u/abolfazl1363 [link] [Kommentare]
Got offered access to the biggest premium signal groups in the space for a fraction of the price, is it a scam?(reddit.com)
so i got a dm offering me access to a bunch of premium crypto and stocks discord signal groups that usually costs 200-300$ a month each for something like 99$ , am i being scammed here ? they even gave me access for a few minutes to have a look around the servers and it does look like the same as the original what am i missing here? how is this even possible ? submitted by /u/cubantouch [link] [Kommentare]
Question(reddit.com)
Crypto trading has created opportunities for millions of people worldwide. With the right knowledge and strategy, it can be a powerful way to grow wealth and take advantage of market movements. Do you think crypto trading is the future of finance, or is it too risky? 👇 submitted by /u/Outrageous-Hat9277 [link] [Kommentare]
Congress has been debating crypto regulation for years but we started spending it at restaurants and gas stations without waiting for the answer(reddit.com)
Everyone has been waiting for regulatory clarity before declaring crypto payments mainstream. Recent spending data shows that 53% of crypto transactions in the US are already falling into everyday categories. The argument has always been that regulation needed to come first before real adoption could follow but the interesting thing is the data suggests Americans did not wait for any of it. Will the regulatory clarity accelerate this further...I dunno you tell me source: https://www.oobit.com/news/crypto-at-the-checkout-what-americas-spending-data-reveals submitted by /u/Asleep-Equipment-593 [link] [Kommentare]