Naim Kabir NaimKabir
NaimKabir
/ canonical_partitions.csv
Created
March 18, 2019 05:36
imperfect experiment causal analysis partitions
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| 𝗮𝗹𝘄𝗮𝘆𝘀_𝘁𝗮𝗸𝗲𝗿 | 𝗰𝗼𝗺𝗽𝗹𝗶𝗲𝗿 | 𝗱𝗲𝗻𝗶𝗲𝗿 | 𝗻𝗲𝘃𝗲𝗿_𝘁𝗮𝗸𝗲𝗿 | ||
|---|---|---|---|---|---|
| 𝗮𝗹𝘄𝗮𝘆𝘀_𝗯𝗲𝘁𝘁𝗲𝗿 | always_taker and always_better | complier and always_better | defier and always_better | never_taker and always_better | |
| 𝗵𝗲𝗹𝗽𝗲𝗱 | always_taker and helped | complier and helped | defier and helped | never_taker and helped | |
| 𝗵𝘂𝗿𝘁 | always_taker and hurt | complier and hurt | defier and hurt | never_taker and hurt | |
| 𝗻𝗲𝘃𝗲𝗿_𝗯𝗲𝘁𝘁𝗲𝗿 | always_taker and never_better | complier and never_better | defier and never_better | never_taker and never_better |
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| probabilities | ||
|---|---|---|
| treatment/untreated/bad | 0.278 | |
| treatment/untreated/good | 0.174 | |
| treatment/treated/bad | 0.344 | |
| treatment/treated/good | 0.204 | |
| control/untreated/bad | 0.336 | |
| control/untreated/good | 0.182 | |
| control/treated/bad | 0.316 | |
| control/treated/good | 0.166 |
NaimKabir
/ causal_linear_program.ipynb
Created
March 19, 2019 08:07
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NaimKabir
/ toy_debuggable.ipynb
Last active
August 19, 2019 11:07
Toy code snippet to demonstrate a naive debuggable function
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NaimKabir
/ toy_debugged.ipynb
Last active
August 19, 2019 18:02
Example debugged function for Causality blog post
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NaimKabir
/ rct_sim.ipynb
Last active
October 21, 2019 03:10
Simulating a randomized controlled trial
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NaimKabir
/ linear_opt.ipynb
Last active
October 21, 2019 03:11
Showing how to find a max ATE by optimizing an LP problem
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NaimKabir
/ isolation_game_state.ipynb
Created
April 30, 2020 06:52
isolation game code -- occlusions found via numpy functions
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