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Code for the Location Heatmaps paper. #47

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Code for the Location Heatmaps paper. #47

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5cd1d21
Updates to the Location Heatmaps code.
ebagdasa Jun 21, 2021
bb7372a
Created using Colaboratory
ebagdasa Nov 4, 2021
b377c5e
addressing PR comments
ebagdasa Dec 10, 2021
2eef817
clarify metrics
ebagdasa Dec 10, 2021
b87b69b
refactor split code
ebagdasa Dec 10, 2021
559225c
update gaussian code
ebagdasa Dec 10, 2021
56f0dce
fixes
ebagdasa Dec 10, 2021
e0e3fbe
Created using Colaboratory
ebagdasa Dec 10, 2021
ec363b4
address PR comments
ebagdasa Dec 17, 2021
009edfd
addressed comments
ebagdasa Jun 8, 2022
92826fb
addressed comments
ebagdasa Jun 22, 2022
d2697fd
Created using Colaboratory
ebagdasa Aug 22, 2022
8c6890d
updated readme
ebagdasa Aug 22, 2022
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2 changes: 1 addition & 1 deletion analytics/location_heatmaps/README.md
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Expand Up @@ -9,7 +9,7 @@ Here is the example of the algorithm running on NYC location map from

To experiment with the code there is a working [notebook](dp_location_heatmaps.ipynb)
with all the examples from the paper, please don't hesitate to contact the
[author](mailto:eugene@cs.cornell.edu) or raise an issue.1
[author](mailto:eugene@cs.cornell.edu) or raise an issue.

For citation:
```
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12 changes: 6 additions & 6 deletions analytics/location_heatmaps/config.py
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Expand Up @@ -11,14 +11,14 @@ class Config:
image: Any
level_sample_size: int = 10000
secagg_round_size: int = 10000
threshold: float = 0
split_threshold: float = 0
collapse_threshold: float = None
eps_func: Any = lambda x, y: 1
eps_func: Any = lambda x, y: 1
total_epsilon_budget: float = None
top_k: int = TOPK
partial:int = 100
max_levels: int = 10
threshold_func: Any = None
partial:int = 100
max_levels: int = 10
split_threshold_func: Any = None
collapse_func: Any = None
total_size: int = TOTAL_SIZE
min_dp_size: int = None
Expand All @@ -27,5 +27,5 @@ class Config:
quantize: bool = None
noise_class: Any = None
save_gif: bool = False
positivity: bool = False
aux_data: bool = False
start_with_level: int = 0
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