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beancount
smart_importer
Python2019–2020
beancount / smart_importer

smart_importer

Augment Beancount importers with machine learning functionality.

3Distinct people
3Mentions
0Explicit recommenders
309GitHub stars
REPOSITORY AT A GLANCE

What to know before exploring

What it is

Augment Beancount importers with machine learning functionality.

GitHub

Where it is used

No documented product use has been verified yet.

What people are saying

No recommendation phrase was found in the indexed comments.

No classified warning is attached to this page. Read the discussions before treating silence as approval.

Also in these discussions

No other repository is repeatedly linked in the same discussions.

This week on Hacker News

Nov 7–Nov 14 UTC · Direct repository links and separately labeled related project stories. Indexed through 11/14/2026, 3:56:07 PM UTC.

No direct repository links were found in the indexed HN discussions over the past seven days. Older discussions are available below.

Mentions over time

HN mentions by month3 dated mentions

Observed mentions: 2019-06-06 22:57:27 UTC to 2020-05-19 17:37:34 UTC.

012019-06-01 00:00:00 UTC to 2019-07-01 00:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 commentsJun 20192019-07-01 00:00:00 UTC to 2019-08-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2019-08-01 00:00:00 UTC to 2019-09-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2019-09-01 00:00:00 UTC to 2019-10-01 00:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 comments2019-10-01 00:00:00 UTC to 2019-11-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2019-11-01 00:00:00 UTC to 2019-12-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 commentsNov 20192019-12-01 00:00:00 UTC to 2020-01-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2020-01-01 00:00:00 UTC to 2020-02-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2020-02-01 00:00:00 UTC to 2020-03-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2020-03-01 00:00:00 UTC to 2020-04-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2020-04-01 00:00:00 UTC to 2020-05-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2020-05-01 00:00:00 UTC to 2020-06-01 00:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 commentsMay 2020

Counts come from the repository’s dated source evidence. Index cutoff: 2026-11-02 08:16:59 UTC.

View mention counts and date ranges
UTC ranges include their start and exclude their end. Select a period to filter the source evidence.
PeriodStart (UTC)End (exclusive, UTC)MentionsSubmissionsComments
Jun 20192019-06-01 00:00:00 UTC2019-07-01 00:00:00 UTC101
Jul 20192019-07-01 00:00:00 UTC2019-08-01 00:00:00 UTC000
Aug 20192019-08-01 00:00:00 UTC2019-09-01 00:00:00 UTC000
Sep 20192019-09-01 00:00:00 UTC2019-10-01 00:00:00 UTC101
Oct 20192019-10-01 00:00:00 UTC2019-11-01 00:00:00 UTC000
Nov 20192019-11-01 00:00:00 UTC2019-12-01 00:00:00 UTC000
Dec 20192019-12-01 00:00:00 UTC2020-01-01 00:00:00 UTC000
Jan 20202020-01-01 00:00:00 UTC2020-02-01 00:00:00 UTC000
Feb 20202020-02-01 00:00:00 UTC2020-03-01 00:00:00 UTC000
Mar 20202020-03-01 00:00:00 UTC2020-04-01 00:00:00 UTC000
Apr 20202020-04-01 00:00:00 UTC2020-05-01 00:00:00 UTC000
May 20202020-05-01 00:00:00 UTC2020-06-01 00:00:00 UTC101

What Hacker News says

3 sources
I've used GnuCash for years before switching to beancount (https://bitbucket.org/blais/beancount/ with smart_importer: https://github.com/beancount/smart_importer) and fava (https://github.com/beancount/fava/). Much easier to work on your journals (ledger, trades, prices...) since they are just text files. Really great if you're using the beancount package for Sublime: https://packagecontrol.io/packages/Beancount. More importantly, the importers (for all my banks and financial services) let me import and reconcile all transactions, but also archive all documents (including PDF, text files, etc) in one, well organized directory: each file is saved into a folder that corresponds to my account structure such as Asset:Current:Cash, Liability:Mortgage, Income:Salary, Expenses:Health:Dentist. It's great to rely on fava (example: https://fava.py
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thonanywhere.com/example-beancount-file/incom...) to check your accounting (with all files listed in the journal by date, with tags and links and other neat features) and still be able to browse documents in your file browser.
In Simple Personal Finance Tracking with GnuCash
It's a nice system in PHP. There are quite a few of them. Like ledger-cli [1] in C++ and emacs lisp, hledger [2] in Haskell and beancount [3] with fava [4] in python. We used ledger-cli and beancount with fava and built automatic creation of accounting entries using machine learning and Bayesian alogrithms by analyzing bank and credit card statements. You can use powerful icsv2ledger [5], smart importer [6] and the awesome list [7] to get importers for various banks and other utilities. [1] https://www.ledger-cli.org/ [2] https://hledger.org/ [3] http://furius.ca/beancount/ [4] https://beancount.github.io/fava/ [5] https://github.com/quentinsf/icsv2ledger [6] https://github.com/beancount/smart_importer/blob/master/READ... [7] https://github.com/siddhantgoel/awesome-beancount/blob/maste... Note: corrected the entry for ledger-cli, its prim
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arily written in C++ with some emacs lisp scripts.
In Firefly III – Self-hosted financial manager

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