Item Response Theory in Python
Project description
IRT
Item Response Theory in Python
Currently contains simple code, using a 4-parameter model, and allowing for partial credit.
The parameter estimation is done using MMLE with parameter regulation, and the underlying optimization uses scipy.optimize
estimate_thetas receives an input array, where each line represents the scores of a single person in each question, and returns the estimated theta parameters per person and the model parameters per question.
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 irt-0.0.2.tar.gz.
File metadata
- Download URL: irt-0.0.2.tar.gz
- Upload date:
- Size: 5.3 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.13.0 pkginfo/1.5.0.1 requests/2.21.0 setuptools/40.8.0 requests-toolbelt/0.9.1 tqdm/4.31.1 CPython/2.7.14
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
2f4a451205b6848fb484a82cdfd7e3e752acc76b1aa7ac79a435525f814f7f0b
|
|
| MD5 |
4ff3221cd16cd740601335e1d5577886
|
|
| BLAKE2b-256 |
4d5b5dc08aca38f5164655dd43f7f61614c825e099fbf95244cde45b88167ed0
|
File details
Details for the file irt-0.0.2-py2.py3-none-any.whl.
File metadata
- Download URL: irt-0.0.2-py2.py3-none-any.whl
- Upload date:
- Size: 9.8 kB
- Tags: Python 2, Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.13.0 pkginfo/1.5.0.1 requests/2.21.0 setuptools/40.8.0 requests-toolbelt/0.9.1 tqdm/4.31.1 CPython/2.7.14
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
33c743c2d9add20e7ffc4866e7a886e2f4451af627b227e3fe194e79f333f4c8
|
|
| MD5 |
3ffe827db3987c393663cd183f8237a1
|
|
| BLAKE2b-256 |
e491334102f4f47219a4c753298c3c1deed8ec56ae64bae4082547ca50e08258
|
