==========================
== Neural Market Trends ==
==========================

Our quest for robust time series forecasting at scale

Data Science Time Series Machine Learning AutoML Zettelkasten
An older link from April 2017 that I believe became AutoGluon. AutoGluon is fantastic for time series and a host of other AutoML use cases. So, what models do we include in our ensemble? Pretty much any reasonable model we can get our hands on! Specific models include variants on many well-known approaches, such as the Bass Diffusion Model, the Theta Model, Logistic models, bsts, STL, Holt-Winters and other Exponential Smoothing models, Seasonal and other other ARIMA-based models, Year-over-Year growth models, custom models, and more. Read more...

Market in Review

Stock Market MSFT Gold Silver NVDA AMD Numismatic Coin Collectors
Markets had an interesting week, especially if you were trading the #AI stocks like NVDA and AMD. Both of those darlings sold off. NVDA looks to be firming up but it’s too early to tell. AMD is heading lower and I expect it to test the $180 level. I’d become a buyer around there. After transferring my brokerage account over to Interactive Brokers (referral link), I put on a single #options trade. Read more...

LIBSVM - A Library For Support Vector Machines

SVM Data Science Python Zettelkasten
It looks like the old LibSVM library is still kicking around and being updated. Last release was a bug fix on July 2023. Version 3.32 released on July 9, 2023. We fix some minor bugs. Plus changes how to use in Python: > pip install -U libsvm-official The python directory is re-organized so >>> from libsvm.svmutil import * instead of >>> from svmutil import * Via Webpage

McDonalds Prices in 1974

Economy Food Zettelkasten
Source: Reddit

Regular Expressions for Data Scientists in Python

RegEx Python Data Science Zettelkasten
An oldie but goodie. Regular Expressions are a must for anybody using Python, doing Data Science, or just ETL’ing data. Regular expressions (regex) are essentially text patterns that you can use to automate searching through and replacing elements within strings of text. This can make cleaning and working with text-based data sets much easier, saving you the trouble of having to search through mountains of text by hand. Via Dataquest

Trade Journal

MSFT Options Trading
I sat out most of the week because I was transferring my brokerage account from TD Ameritrade to Interactive Brokers (referral link). It took 3 days to move everything over and today (Thursday) I made my first diagonal options trade. I bought a Jul 21 MSFT $405 put and sold a Mar 21 MSFT $410 put. The plan is to hold the July put till about June and sell weekly puts to get premium. Read more...

My Get Rich Scheme is Taking Too Long

Trading Money
I saw this on r/algotrading and cracked up. The reality is that there is no such thing as an easy buck or easy riches. You can get rich by luck but building wealth is hard. Easy bucks can disappear and they usually do. If you manage it right, wealth can stick around for a long time.

Before And After The Rains in California

Climate Change Weather California Twitter Zettelkasten
This is a neat comparison of how green California got from the recent heavy rains. https://twitter.com/DrewTumaABC7/status/1767236370706403538 CALIFORNIA October 2023 vs. March 2024🛰️ pic.twitter.com/iN0vOfuF9t — Drew Tuma (@DrewTumaABC7) March 11, 2024 California might become greener but will experience severe weather due to climate change.

Boeing in Trouble - Whistleblower Found Dead

BA Stocks Zettelkasten
Talk about great timing on my end, I sold off Boeing (BA) a few weeks ago after the Alaska Air door blew out mid-flight. Now the whistleblower John Barnett was found dead in a parking lot of an apparent self-inflicted wound. Barnett, a Louisiana resident, was then found dead in a car outside a Holiday Inn from what the Charleston County Coroner’s Office ruled was suicide. The Charleston City Police Department is investigating. Read more...

Restaurants to Try Surge Pricing For Food

Food Economy Zettelkasten
Despite the Wendy’s debacle, surge pricing for food was going to get traction. Of course it would, people need to eat and might as well extract as much money from them as possible. Barbecue chain Tony Roma’s and nearly 100 other small restaurants have already turned to fluctuating menu prices during peak times — similar to the rollout planned by fast-food giant Wendy’s next year — according to one company that sells the software specializing in dynamic pricing. Read more...
Previous Page 2 of 46 Next Page