Auto differetiation library
Project description
Undefined_AD Package
Brief Introduction
This project/package is part of the Harvard CS107/AC207 class final project in Fall 2021, automatic differentiation (AD). We created this package to compute the first-order derivative from a user-defined function automatically. Our package can utilize both forward and reverse modes. Additionally, we also allow users to define their own seeds vector for the Jacobian Matrix and the option to generate the computational graph associated with the input function.
For details instruction on how to use this package, please follow the steps in the usage page.
Group Number:
Group 1
Group Members:
Xinran Tang xinran_tang@g.harvard.edu
Renhao Luo renhao_luo@hms.harvard.edu
Chelse Swoopes cswoopes@g.harvard.edu
Shijia Zhang shijiazhang@hms.harvard.edu
Harvard University, Fall 2021
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 undefined_AD-2.1.1.tar.gz.
File metadata
- Download URL: undefined_AD-2.1.1.tar.gz
- Upload date:
- Size: 23.5 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.12.1 pkginfo/1.8.2 requests/2.25.1 setuptools/52.0.0.post20210125 requests-toolbelt/0.9.1 tqdm/4.61.2 CPython/3.8.10
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
c13c7872ec34ac451fd2bd455ffb455c72271a3fd896a20ca145fc58db38a5cf
|
|
| MD5 |
d946ad0c55f6789d0085dd0c4acb4166
|
|
| BLAKE2b-256 |
b8153b4e9ec016e9607ebb22e77ae0817e167d3e31b5eab5fbf5496466e9736a
|
File details
Details for the file undefined_AD-2.1.1-py3-none-any.whl.
File metadata
- Download URL: undefined_AD-2.1.1-py3-none-any.whl
- Upload date:
- Size: 15.1 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.12.1 pkginfo/1.8.2 requests/2.25.1 setuptools/52.0.0.post20210125 requests-toolbelt/0.9.1 tqdm/4.61.2 CPython/3.8.10
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
b9e1d393a94b9f2305113908960a2ff87e38f389b0675e449e1a619b99f6d994
|
|
| MD5 |
3eb13b2d5d1e43ba96d013d8deba2c56
|
|
| BLAKE2b-256 |
985ccb03c2362528ee1d7f46f591b8932078005c1b87d141e2acda85dbdff8f9
|
