pycfrl
The PyCFRL package implements algorithms to ensure counterfactual fairness in reinforcement learning and provides tools for evaluating the value and counterfactual fairness of reinforcement learning policies.
pycfrl has been downloaded 3,908 times in total on PyPI, including 297 in the last 30 days. The latest version is 0.3.0, released Sep 30, 2025.
Version0.3.0
Downloads
3.91k
LicenseMIT License
Copyright (c) 2025 Jianhan Zhang
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
AuthorJianhan Zhang
Downloads
Weekly, last 90d.
Includes CI traffic.
VersionsTotal0.*
Range
View
Granularity
Group by
CI traffic
Stack: OffCI: Included2 / 7 series
Selected total3.09k
3.9kAll-time
297Last 30 days
8Last 24 h
<0.01/sPer second
Sponsored
Sponsorships keep pepy free to read
Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0139.0%
0.3.2
603 downloadsDownloads60339.0% - 0231.8%
0.3.1
492 downloadsDownloads49231.8% - 0310.4%
0.3.0
161 downloadsDownloads16110.4% - 046.7%
0.1.1
104 downloadsDownloads1046.7% - 056.3%
0.2.0
98 downloadsDownloads986.3% - 065.6%
0.1.0
87 downloadsDownloads875.6%
Guess the next day
Thirteen recent days of pycfrl downloads. Drag the green handle on the right to guess where day fourteen lands.