Vectorized Numerical Intervention
Project description
## To-Do List
### VNI - [x] Handle cpds computation - [x] Handle intervention - [x] Handle high dimensional data in VNI - [x] Handle intervention with an entire set of feature values -> hint: use uniform distribution - [ ] Develop tests - [X] Handle Batch of Queries - [ ] Define new interventional distributions - [ ] Add visualization plots
### KDE - [ ] Develop tests - [X] Handle Batch of Queries - [ ] New kernels - [X] Handle Query with Multi-Target - [ ] Update Prior
### Usage - [ ] Usage for benchmark - [ ] Usage for single prediction vs batch prediction - [ ] Usage for planning - representation
### Repo - [ ] Update architecture scheme - [ ] Documentations - [ ] Website
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file vni-0.1.0.tar.gz.
File metadata
- Download URL: vni-0.1.0.tar.gz
- Upload date:
- Size: 22.7 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.0.1 CPython/3.12.3
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
255684dee6b35fde974b27eea3551a4292652462ccc37d053cf5d3ba1cd5abaa
|
|
| MD5 |
95df0f5fa85fe12efbc36ed978580cd9
|
|
| BLAKE2b-256 |
b8a0b5a718d415fb8e0557cfb4f1d36d723ba449bcb5b4d6d41bcce5c27b5913
|
File details
Details for the file vni-0.1.0-py3-none-any.whl.
File metadata
- Download URL: vni-0.1.0-py3-none-any.whl
- Upload date:
- Size: 25.4 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.0.1 CPython/3.12.3
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
c700ffcf34fa46078f20732b4e716ad8bef6fa87a51e3f10a1898862a67f1744
|
|
| MD5 |
6996cb508a1b07680febd53205849c26
|
|
| BLAKE2b-256 |
a1b01a8069121776ea0429c5b2808a58fab47e03a72feed6f0b8296ddd4a3f64
|
