2025 Projects

2025 Project Sites:

• YS Trades: http://ystrades.com/
• Alphas: http://alphas.blog/
• Devil’s Pair: https://devilspair.online/
• Pineapple Garlic: http://pineapplegarlicxia.asia
• MCFE: http://mcfe.tech
• Alpha Signal: https://alphasignal533.com/
• Quant Rookie: https://quantrookie.info
• EV Algo Trade: http://evalgotrade.ltd
• Buy Low Sell Smart: https://buylowsellsmart.com/
• Tradeflow Solutions: https://tradeflow.solutions/
• MAG7 Alpha: https://mag7alpha.com/
• S&C Trading: https://thesctrading.com/

FINAL HW!!!!!

Continue working with TAs and instructor on your site. By next week,

1. A blotter
2. A ledger add an interactive plot! Here’s a demo using OJS:

data = FileAttachment("./palmer-penguins.csv").csv({ typed: true })

viewof bill_length_min = Inputs.range(
  [32, 50],
  {value: 35, step: 1, label: "Bill length (min):"}
)
viewof islands = Inputs.checkbox(
  ["Torgersen", "Biscoe", "Dream"],
  { value: ["Torgersen", "Biscoe"],
    label: "Islands:"
  }
)

filtered = data.filter(function(penguin) {
  return bill_length_min < penguin.bill_length_mm &&
         islands.includes(penguin.island);
})

Plot.rectY(filtered,
  Plot.binX(
    {y: "count"},
    {x: "body_mass_g", fill: "species", thresholds: 20}
  ))
  .plot({
    facet: {
      data: filtered,
      x: "sex",
      y: "species",
      marginRight: 80
    },
    marks: [
      Plot.frame(),
    ]
  }
)

Homework 2.2!

your homework is to please do the following:

0. Make sure the instructor has added the URL you want to use to the list above!!!! This is what will be graded

1. write a brief outline of your trading strategy & plan.

   • Discuss with Instructor & TAs over teams!!!!
   • add it to your site
   • main thing is: walk us through a single trade. Entry signal / exit signal, plus other rules like stoploss.
   • you’ll may communicate with course instructor and TAs to ensure you meet requirements.

2. Obtain some (or all?) of the data you’ll need – features, prices, etc

   • discuss this too!

3. Add your plan as a nicely formatted text to your site, and push

4. Add some data – ANY data at all – as a table to your site to practice/demonstrate how to add tables

5. Add an image. Any image will do. Use the example on the cheatsheet below.

Helpful info

• cheatsheet of ‘how to markdown’ in quarto: https://quarto.org/docs/authoring/markdown-basics.html
• You don’t have to add a table explicitly, of course. There are plenty of packages for doing things like that, as in the example below

from IPython.display import Markdown
from tabulate import tabulate
table = [["Sun","696,000",1.989e30],
         ["Earth","6,371",5.972e24],
         ["Moon","1,737",7.34e22],
         ["Mars","3,390",6.39e23]]
Markdown(tabulate(
  table,
  headers=["Astronomical object","R (km)", "mass (kg)"]
))

Table 1: Astronomical object

Astronomical object	R (km)	mass (kg)
Sun	696,000	1.989e+30
Earth	6,371	5.972e+24
Moon	1,737	7.34e+22
Mars	3,390	6.39e+23