pyABC
pyABC is a massively parallel, distributed, and scalable ABC-SMC (Approximate Bayesian Computation - Sequential Monte Carlo) framework for parameter estimation of complex stochastic models. It provides numerous state-of-the-art algorithms for efficient, accurate, robust likelihood-free inference, described in the documentation and illustrated in example notebooks. Written in Python, with support for integration with R and Julia.
Resources
- 📖 Documentation: https://pyabc.rtfd.io
- 💡 Examples: https://pyabc.rtfd.io/en/latest/examples.html
- 💬 Contact: https://pyabc.rtfd.io/en/latest/about.html
- 🐛 Bug Reports: https://github.com/icb-dcm/pyabc/issues
- 💻 Source Code: https://github.com/icb-dcm/pyabc
- 📄 Cite: https://pyabc.rtfd.io/en/latest/cite.html
Related Projects
5 maintainers
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 pyabc-0.13.0.tar.gz.
File metadata
- Download URL: pyabc-0.13.0.tar.gz
- Upload date:
- Size: 296.6 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via:
twine/7.0.0 CPython/3.12.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
dab3d9e85561557d946b12b43b6b8e17a4ea50941bf4602a547e12fc08c56895
|
|
| MD5 |
70bdaecf0d493532edc435a8d048c5b0
|
|
| BLAKE2b-256 |
f084ce2389e59c8c7375eeb84fc21c0d556ec19b717409cf08c34e8b3ed85f0b
|
File details
Details for the file pyabc-0.13.0-py3-none-any.whl.
File metadata
- Download URL: pyabc-0.13.0-py3-none-any.whl
- Upload date:
- Size: 374.7 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via:
twine/7.0.0 CPython/3.12.13
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
8ee6d4ed1816a193868c2cb0ef0a2b8836b913316cfa86cbb7b5f57d7295a4fc
|
|
| MD5 |
0d21d2b9ae114444dc5e395a0181f3d3
|
|
| BLAKE2b-256 |
8cb0c0b60bd31ff689de8ea6d75674253cc123d7cf13ada060167acaf5e1ee55
|
