Soccer prediction

[sonaalKant]

This is the first step towards Prediction Engine of Everything. We decided to work on Soccer prediction model.

Goal of this EPIC:

• Look for all the datasets available related to soccer.
• Do some EDA on those datasets.
• Build baseline from current research / SOTA work.
• Work on improving baseline.

FYI @gpsaggese @samarth9008 @tkpratardan

[tkpratardan]

@gpsaggese @sonaalKant

Moving forward, we will keep track of tasks and lab notes in the following docs:

Tasks:
https://docs.google.com/document/d/1O7osnK_E4I3KN64vyN2aFZt8s4usG9P6C6shFbT84-4/edit?usp=sharing

Lab Notes:
https://docs.google.com/document/d/1WTpRpIGW-4AH-UN7tYerFetc21JhmvhowVkRSYqHE8M/edit?usp=sharing

[tkpratardan]

@For easier tracking:

• Look for all the datasets available related to soccer.

• Issue : PEOE First step: Fetching datasources #830
• FIle: Gsheet

• Do some EDA on those datasets.

• Issues :
  - Initial EDA on the datasets #1010
  - Initial steps on soccer dataset #992
• PRs:
  - SorrTask830_PEOE_first_step (EDA) #920
  - SorrTask992_initial_steps_on_soccer_dataset #994

• Build baseline from current research / SOTA work.

• Issue:
  - Create a SOTA baseline #997
  - Estimate naive probability and t-test significance. #1011
• PRs:
  - SorrTask997_sota_baseline #1006
  - SorrTask997_sota_baseline_glm #1014
  - SorrTask1011_paired_t_test #1015

• Work on improving baseline.

• Yet to be done

[gpsaggese]

We are going in the right direction. Very good.

A few notes:

1. All issues should go in the Epic https://app.zenhub.com/workspaces/cm-615371012ed326001e044788/issues/gh/kaizen-ai/kaizenflow/1008

• I've done that

2. I've merged
   https://docs.google.com/document/d/1O7osnK_E4I3KN64vyN2aFZt8s4usG9P6C6shFbT84-4/edit
   with my tasks
   KaizenAI - Sports betting - Issues specs
   https://docs.google.com/document/d/1ugyVCQxyjKQLGWzCKG0I4PDpgVBSr74NvlaDTglgHuo/edit

3. Lab notes

• Very good
• I've reorg to use dates in reverse chronological order
• Let's use this style

Let's keep using these conventions to keep things neat. Good stuff.