bernard-ng
b7fc90ef71
[notebook] add results
2025-10-18 22:57:21 +02:00
c463e6ed7e
Rename model notation reference ( #13 )
2025-10-18 16:06:59 +02:00
ad600ef565
Add technical architecture report ( #12 )
2025-10-18 15:43:28 +02:00
bernard-ng
8160bb0f6f
docs: update README
2025-10-07 23:58:47 +02:00
bernard-ng
f2ac0c9769
fix: add github workflow
2025-10-07 23:21:35 +02:00
bernard-ng
d3b3840278
fix: nn models pad_sequences
2025-10-06 00:37:29 +02:00
bernard-ng
cb22c06628
fix: remove svm model
2025-10-06 00:03:54 +02:00
bernard-ng
fad7ff9277
chore(release): v1.0.0
2025-10-05 23:45:35 +02:00
bernard-ng
8f90fdd625
fix: notebooks
2025-10-05 23:23:58 +02:00
bernard-ng
137dea7fe5
fix: models
2025-10-05 21:54:25 +02:00
bernard-ng
9dd4f759b3
refactoring: uv
2025-10-05 18:14:15 +02:00
bernard-ng
f3b06fbd07
feat: regions clusters
2025-10-03 11:58:36 +02:00
bernard-ng
912d518106
feat: support gpu
2025-09-29 22:52:08 +02:00
bernard-ng
a1d500830b
feat: support gpu
2025-09-29 21:07:23 +02:00
bernard-ng
9e35f95107
feat: statistics tests
2025-09-28 23:50:40 +02:00
bernard-ng
9039e9a4cf
feat: statistics tests
2025-09-28 17:16:02 +02:00
bernard-ng
ef4ec70fcc
feat: generate names based on gender
2025-09-25 23:45:44 +02:00
bernard-ng
817081b443
feat: stabilize name analysis
2025-09-25 23:17:49 +02:00
4874b178c9
Name Analysis ( #9 )
...
* feat: implement representative sampling by province (~500k records), extract surnames from the first token of name, build letter transition matrices (frequency and probability), add heatmap visualization for transitions, and integrate a Markov chain–based name generator.
* Implemented letter frequency analysis with histograms, computed bigram and trigram frequencies, and displayed the top results in tabular format. Rebuilt the transition probability matrix, and developed a name generator capable of producing realistic outputs based on surname data.
2025-09-24 20:23:40 +02:00
bernard-ng
dda83510ac
fix: add missing regions in region_mapper
2025-09-23 00:05:35 +02:00
bernard-ng
c1b502c878
feat: add osm data
2025-09-21 16:23:44 +02:00
bernard-ng
63e23d6600
fix: normalize hyper params
2025-09-21 13:10:07 +02:00
bernard-ng
83d21c640b
feat: add more baseline expirements
2025-09-21 00:06:01 +02:00
bernard-ng
e41b15a863
feat: document models
2025-09-20 23:35:54 +02:00
bernard-ng
dd2a9f2711
refactor: clean up imports and improve gender normalization method
2025-09-20 22:55:24 +02:00
bernard-ng
0816207a2c
fix: use full_name feature for all models
2025-08-19 19:36:04 +02:00
bernard-ng
7101cea5e7
fix: dependencies in requirements.txt
2025-08-19 17:38:56 +02:00
bernard-ng
d4e8e2a34e
remove max_len from config
2025-08-19 08:04:48 +02:00
bernard-ng
cab5f63809
fix: update default template path in argument parser
2025-08-17 16:31:11 +02:00
bernard-ng
33c7aceb0c
feat: remove data heavy viz
2025-08-17 16:03:46 +02:00
bernard-ng
b65aad6ac6
feat: add visualizations for gender, province, and name length distributions in dashboard
2025-08-17 15:52:15 +02:00
bernard-ng
f70b4be6e0
feat: add NER testing interface and evaluation statistics handling
2025-08-17 15:33:16 +02:00
bernard-ng
6faf9f355e
fix: NER training loop
2025-08-17 14:15:12 +02:00
bernard-ng
3122c92f5e
fix: escape csv field to avoid error on empty fields
2025-08-17 13:39:19 +02:00
bernard-ng
ed60f9deff
docs: add instruction for NER processing
2025-08-16 22:37:39 +02:00
bernard-ng
e08084797f
feat: Experiment Builder
2025-08-16 22:14:55 +02:00
bernard-ng
cf1cbac1a8
hotfixes
2025-08-16 20:34:45 +02:00
bernard-ng
84f7d41a84
feat: web application multipage support
2025-08-16 19:05:24 +02:00
bernard-ng
7b652d6999
hotfixes
2025-08-15 08:08:11 +02:00
bernard-ng
9601c5e44d
feat: enhance logging and memory management across modules
2025-08-13 23:09:05 +02:00
bernard-ng
47e52d130c
hotfixes
2025-08-12 23:17:18 +02:00
bernard-ng
3977d5c313
feat: implement NER dataset feature engineering with multiple transformation formats
2025-08-12 00:11:46 +02:00
bernard-ng
d5a4aaaf4a
feat: add NER annotation step and integrate into pipeline
2025-08-11 07:13:09 +02:00
bernard-ng
6d39c3afc1
feat: enhance training pipeline with research templates and experiment configuration
2025-08-08 23:48:55 +02:00
bernard-ng
96291b4ad0
refactor: update configuration loading and ensure directory existence across modules
2025-08-07 00:36:32 +02:00
bernard-ng
104d7e1146
refactor: rename setup_config_and_logging to setup_config and update references
2025-08-06 22:50:04 +02:00
bernard-ng
9338d6eab8
feat: implement unified configuration loading and logging setup across entry points
2025-08-06 22:17:02 +02:00
bernard-ng
d7aa24a935
refactor: reorganize project structure and enhance model verbosity
2025-08-06 21:57:10 +02:00
ad8db43748
Add analysis and map of categories of dominant first names, surnames and middle names by province with GeoPandas ( #7 )
2025-08-06 08:37:36 +02:00
80496feb99
Added full name analysis with grouping by first name, last name and postname by region, gender and former provinces. Extraction via identified_name, co-occurrence heatmaps, filtering of simple cases only, and restructuring of regional mappings, co-occurrence, and heatmaps by first name, last name and middle name. ( #6 )
2025-08-05 21:15:06 +02:00
bernard-ng
Bernard Ngandu