Skip to main content

DNF: Discrete Normalizing Flows for Single Cell Omics

Discreate normalizing flows.

Installation

  1. Create a virtual environment and activate it
conda create -n DNF python=3.10 scipy numpy pandas scikit-learn && conda activate DNF
  1. Install PyTorch following the official instruction.
pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu126
  1. Install DNF
pip3 install DNF-tool

Reproducibility

See the Github repository for materials and tutorials required to reproduce the results.

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

dnf_tool-0.3.2.tar.gz (27.1 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

dnf_tool-0.3.2-py3-none-any.whl (29.2 kB view details)

Uploaded Python 3

File details

Details for the file dnf_tool-0.3.2.tar.gz.

File metadata

  • Download URL: dnf_tool-0.3.2.tar.gz
  • Upload date:
  • Size: 27.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/7.0.0 CPython/3.10.18

File hashes

Hashes for dnf_tool-0.3.2.tar.gz
Algorithm Hash digest
SHA256 77da3dd6d3b8e66a24849f868d191f082fc84531d91d31d68daeb5e9a4ee6be5
MD5 25196ce60f67795ebcc21200230d9510
BLAKE2b-256 830d48272b73d127e83e4372495b8a20d46bc5768a1b61c09fa9cdb0082f93e0

See more details on using hashes here.

File details

Details for the file dnf_tool-0.3.2-py3-none-any.whl.

File metadata

  • Download URL: dnf_tool-0.3.2-py3-none-any.whl
  • Upload date:
  • Size: 29.2 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/7.0.0 CPython/3.10.18

File hashes

Hashes for dnf_tool-0.3.2-py3-none-any.whl
Algorithm Hash digest
SHA256 87e7a20b89022572c4516e54c6e966a38921fe73448b9b31ea29d03d45e4d186
MD5 685b8c54df394e0a9b51cee13157358d
BLAKE2b-256 2858e5e07169755c48fd83301ee5f872da30b0ae5ee0b68005024c383e7d1a19

See more details on using hashes here.

Release history Release notifications | RSS feed

0.3.4

2 files

0.3.3

2 files

This release

0.3.2 This release

2 files

0.3.1

2 files

0.3.0

2 files

0.2.2

2 files

0.2.1

2 files

0.2.0

2 files

0.1.0

2 files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page