piwheels

ktrain

ktrain is a wrapper for TensorFlow Keras that makes deep learning and AI more accessible and easier to apply

Installation

In a virtualenv (see these instructions if you need to create one):

pip3 install ktrain

Dependencies

• fastprogress
• whoosh
• syntok
• joblib
• langdetect
• keras-bert
• pandas
• packaging
• transformers
• scikit-learn
• chardet
• matplotlib
• sentencepiece
• tika
• charset-normalizer
• jieba
• requests

Releases

Version	Released	Bullseye Python 3.9	Bookworm Python 3.11	Trixie Python 3.13	Files
0.41.4	2024-06-19
ktrain-0.41.4-py3-none-any.whl (24 MB)
0.41.3	2024-04-05
ktrain-0.41.3-py3-none-any.whl (24 MB)
0.41.2	2024-03-12
ktrain-0.41.2-py3-none-any.whl (24 MB)
0.41.1	2024-03-02
ktrain-0.41.1-py3-none-any.whl (24 MB)
0.41.0	2024-02-20
ktrain-0.41.0-py3-none-any.whl (24 MB)
0.40.0	2024-01-28
ktrain-0.40.0-py3-none-any.whl (24 MB)
0.39.0	2023-11-18
ktrain-0.39.0-py3-none-any.whl (24 MB)
0.38.0	2023-09-05
ktrain-0.38.0-py3-none-any.whl (24 MB)
0.37.6	2023-07-23
ktrain-0.37.6-py3-none-any.whl (24 MB)
0.37.5	2023-07-22
ktrain-0.37.5-py3-none-any.whl (24 MB)
0.37.4	2023-07-22
ktrain-0.37.4-py3-none-any.whl (24 MB)
0.37.3	2023-07-22
ktrain-0.37.3-py3-none-any.whl (24 MB)
0.37.2	2023-06-14
ktrain-0.37.2-py3-none-any.whl (24 MB)
0.37.1	2023-06-05
ktrain-0.37.1-py3-none-any.whl (24 MB)
0.37.0	2023-05-11
ktrain-0.37.0-py3-none-any.whl (24 MB)
0.36.1	2023-05-09
ktrain-0.36.1-py3-none-any.whl (24 MB)
0.36.0	2023-04-21
ktrain-0.36.0-py3-none-any.whl (24 MB)
0.35.1	2023-04-02
ktrain-0.35.1-py3-none-any.whl (24 MB)
0.35.0	2023-04-01
ktrain-0.35.0-py3-none-any.whl (24 MB)
0.34.0	2023-03-31
ktrain-0.34.0-py3-none-any.whl (24 MB)
0.33.4	2023-03-22
ktrain-0.33.4-py3-none-any.whl (24 MB)
0.33.3	2023-03-17
ktrain-0.33.3-py3-none-any.whl (24 MB)
0.33.2	2023-02-06
ktrain-0.33.2-py3-none-any.whl (24 MB)
0.33.1	2023-02-03
ktrain-0.33.1-py3-none-any.whl (24 MB)
0.33.0	2023-01-14
ktrain-0.33.0-py3-none-any.whl (24 MB)
0.32.3	2022-12-13
ktrain-0.32.3-py3-none-any.whl (24 MB)
0.32.2	2022-12-12
ktrain-0.32.2-py3-none-any.whl (24 MB)
0.32.1	2022-12-12
ktrain-0.32.1-py3-none-any.whl (24 MB)
0.32.0	2022-12-09
ktrain-0.32.0-py3-none-any.whl (24 MB)
0.31.11	2022-12-09
ktrain-0.31.11-py3-none-any.whl (24 MB)
0.31.10	2022-10-01
ktrain-0.31.10-py3-none-any.whl (24 MB)
0.31.9	2022-09-24
ktrain-0.31.9-py3-none-any.whl (24 MB)
0.31.8	2022-09-08
ktrain-0.31.8-py3-none-any.whl (24 MB)
0.31.7	2022-08-04
ktrain-0.31.7-py3-none-any.whl (24 MB)
0.31.6	2022-08-02
ktrain-0.31.6-py3-none-any.whl (24 MB)
0.31.5	2022-08-01
ktrain-0.31.5-py3-none-any.whl (24 MB)
0.31.4	2022-08-01
0.31.3	2022-07-16
ktrain-0.31.3-py3-none-any.whl (24 MB)
0.31.2	2022-05-20
ktrain-0.31.2-py3-none-any.whl (24 MB)
0.31.1	2022-05-17
ktrain-0.31.1-py3-none-any.whl (24 MB)
0.31.0	2022-05-07
ktrain-0.31.0-py3-none-any.whl (24 MB)
0.30.0	2022-03-28
ktrain-0.30.0-py3-none-any.whl (24 MB)
0.30.0b3 pre-release	2022-03-28
ktrain-0.30.0b3-py3-none-any.whl (24 MB)
0.30.0b2 pre-release	2022-03-28
ktrain-0.30.0b2-py3-none-any.whl (24 MB)
0.30.0b1 pre-release	2022-03-28
ktrain-0.30.0b1-py3-none-any.whl (24 MB)
0.30.0b0 pre-release	2022-03-28
ktrain-0.30.0b0-py3-none-any.whl (24 MB)
0.29.3	2022-03-09
ktrain-0.29.3-py3-none-any.whl (24 MB)
0.29.2	2022-02-09
ktrain-0.29.2-py3-none-any.whl (24 MB)
0.29.1	2022-02-08
ktrain-0.29.1-py3-none-any.whl (24 MB)
0.29.0	2022-01-29
ktrain-0.29.0-py3-none-any.whl (24 MB)
0.28.3	2021-11-05
ktrain-0.28.3-py3-none-any.whl (24 MB)
0.28.2	2021-10-18
ktrain-0.28.2-py3-none-any.whl (24 MB)
0.28.1	2021-10-18
ktrain-0.28.1-py3-none-any.whl (24 MB)
0.28.0	2021-10-13
ktrain-0.28.0-py3-none-any.whl (24 MB)
0.27.3	2021-09-03
ktrain-0.27.3-py3-none-any.whl (24 MB)
0.27.2	2021-07-28
ktrain-0.27.2-py3-none-any.whl (24 MB)
0.27.1	2021-07-20
ktrain-0.27.1-py3-none-any.whl (24 MB)
0.27.0	2021-07-20
ktrain-0.27.0-py3-none-any.whl (24 MB)
0.26.5	2021-07-16
ktrain-0.26.5-py3-none-any.whl (24 MB)
0.26.4	2021-06-23
ktrain-0.26.4-py3-none-any.whl (24 MB)
0.26.3	2021-05-19
ktrain-0.26.3-py3-none-any.whl (24 MB)
0.26.2	2021-03-26
ktrain-0.26.2-py3-none-any.whl (24 MB)
0.26.1	2021-03-10
ktrain-0.26.1-py3-none-any.whl (24 MB)
0.26.0	2021-03-09
ktrain-0.26.0-py3-none-any.whl (24 MB)
0.25.4	2021-01-28
ktrain-0.25.4-py3-none-any.whl (24 MB)
0.25.3	2020-12-23
ktrain-0.25.3-py3-none-any.whl (24 MB)
0.25.2	2020-12-05
ktrain-0.25.2-py3-none-any.whl (24 MB)
0.25.1	2020-12-02
ktrain-0.25.1-py3-none-any.whl (24 MB)
0.25.0	2020-11-08
ktrain-0.25.0-py3-none-any.whl (24 MB)
0.24.2	2020-11-08
ktrain-0.24.2-py3-none-any.whl (24 MB)
0.24.1	2020-11-06
ktrain-0.24.1-py3-none-any.whl (24 MB)
0.24.0	2020-11-06
ktrain-0.24.0-py3-none-any.whl (24 MB)
0.23.2	2020-10-27
ktrain-0.23.2-py3-none-any.whl (24 MB)
0.23.1	2020-10-26
ktrain-0.23.1-py3-none-any.whl (24 MB)
0.23.0	2020-10-16
ktrain-0.23.0-py3-none-any.whl (24 MB)
0.22.4	2020-10-12
ktrain-0.22.4-py3-none-any.whl (24 MB)
0.22.3	2020-10-09
ktrain-0.22.3-py3-none-any.whl (24 MB)
0.22.2	2020-10-09
ktrain-0.22.2-py3-none-any.whl (24 MB)
0.22.1	2020-10-08
ktrain-0.22.1-py3-none-any.whl (24 MB)
0.22.0	2020-10-06
ktrain-0.22.0-py3-none-any.whl (24 MB)
0.21.4	2020-09-24
ktrain-0.21.4-py3-none-any.whl (24 MB)
0.21.3	2020-09-08
ktrain-0.21.3-py3-none-any.whl (24 MB)
0.21.2	2020-09-03
ktrain-0.21.2-py3-none-any.whl (24 MB)
0.21.1	2020-09-03
ktrain-0.21.1-py3-none-any.whl (24 MB)
0.21.0	2020-09-03
ktrain-0.21.0-py3-none-any.whl (24 MB)
0.20.2	2020-08-28
ktrain-0.20.2-py3-none-any.whl (24 MB)
0.20.1	2020-08-25
ktrain-0.20.1-py3-none-any.whl (24 MB)
0.20.0	2020-08-24
ktrain-0.20.0-py3-none-any.whl (24 MB)
0.19.9	2020-08-18
ktrain-0.19.9-py3-none-any.whl (24 MB)
0.19.8	2020-08-18
ktrain-0.19.8-py3-none-any.whl (24 MB)
0.19.7	2020-08-16
ktrain-0.19.7-py3-none-any.whl (24 MB)
0.19.7b3 pre-release	2020-08-16
ktrain-0.19.7b3-py3-none-any.whl (24 MB)
0.19.7b2 pre-release	2020-08-15
ktrain-0.19.7b2-py3-none-any.whl (24 MB)
0.19.7b1 pre-release	2020-08-15
ktrain-0.19.7b1-py3-none-any.whl (24 MB)
0.19.7b0 pre-release	2020-08-14
ktrain-0.19.7b0-py3-none-any.whl (24 MB)
0.19.6	2020-08-12
ktrain-0.19.6-py3-none-any.whl (24 MB)
0.19.5	2020-08-11
ktrain-0.19.5-py3-none-any.whl (24 MB)
0.19.4	2020-08-10
ktrain-0.19.4-py3-none-any.whl (24 MB)
0.19.3	2020-08-05
ktrain-0.19.3-py3-none-any.whl (24 MB)
0.19.2	2020-08-03
ktrain-0.19.2-py3-none-any.whl (24 MB)
0.19.1	2020-07-29
ktrain-0.19.1-py3-none-any.whl (24 MB)
0.19.0	2020-07-29
ktrain-0.19.0-py3-none-any.whl (24 MB)
0.18.5	2020-07-20
ktrain-0.18.5-py3-none-any.whl (24 MB)
0.18.4	2020-07-17
ktrain-0.18.4-py3-none-any.whl (24 MB)
0.18.3	2020-07-13
ktrain-0.18.3-py3-none-any.whl (24 MB)
0.18.2	2020-07-08
ktrain-0.18.2-py3-none-any.whl (24 MB)
0.18.1	2020-07-07
ktrain-0.18.1-py3-none-any.whl (24 MB)
0.18.0	2020-07-07
ktrain-0.18.0-py3-none-any.whl (24 MB)
0.18.0b1 pre-release	2020-07-07
ktrain-0.18.0b1-py3-none-any.whl (24 MB)
0.18.0b0 pre-release	2020-07-07
ktrain-0.18.0b0-py3-none-any.whl (24 MB)
0.17.5	2020-07-02
ktrain-0.17.5-py3-none-any.whl (24 MB)
0.17.4	2020-07-02
ktrain-0.17.4-py3-none-any.whl (24 MB)
0.17.3	2020-06-26
ktrain-0.17.3-py3-none-any.whl (24 MB)
0.17.2	2020-06-25
ktrain-0.17.2-py3-none-any.whl (24 MB)
0.17.1	2020-06-25
ktrain-0.17.1-py3-none-any.whl (24 MB)
0.17.0	2020-06-25
ktrain-0.17.0-py3-none-any.whl (24 MB)
0.16.3	2020-06-10
ktrain-0.16.3-py3-none-any.whl (24 MB)
0.16.2	2020-06-07
ktrain-0.16.2-py3-none-any.whl (24 MB)
0.16.1	2020-06-05
ktrain-0.16.1-py3-none-any.whl (24 MB)
0.16.0	2020-06-03
ktrain-0.16.0-py3-none-any.whl (24 MB)
0.15.4	2020-06-03
ktrain-0.15.4-py3-none-any.whl (24 MB)
0.15.3	2020-05-26
ktrain-0.15.3-py3-none-any.whl (24 MB)
0.15.2	2020-05-15
ktrain-0.15.2-py3-none-any.whl (24 MB)
0.15.1	2020-05-14
ktrain-0.15.1-py3-none-any.whl (24 MB)
0.15.0	2020-05-12
ktrain-0.15.0-py3-none-any.whl (24 MB)
0.14.7	2020-05-10
ktrain-0.14.7-py3-none-any.whl (24 MB)
0.14.6	2020-05-06
ktrain-0.14.6-py3-none-any.whl (24 MB)
0.14.5	2020-05-03
ktrain-0.14.5-py3-none-any.whl (24 MB)
0.14.4	2020-04-30
ktrain-0.14.4-py3-none-any.whl (24 MB)
0.14.3	2020-04-27
ktrain-0.14.3-py3-none-any.whl (24 MB)
0.14.2	2020-04-21
ktrain-0.14.2-py3-none-any.whl (24 MB)
0.14.1	2020-04-17
ktrain-0.14.1-py3-none-any.whl (24 MB)
0.14.0	2020-04-15
ktrain-0.14.0-py3-none-any.whl (24 MB)
0.13.2	2020-04-09
ktrain-0.13.2-py3-none-any.whl (24 MB)
0.13.1	2020-04-09
ktrain-0.13.1-py3-none-any.whl (24 MB)
0.13.0	2020-04-09
ktrain-0.13.0-py3-none-any.whl (24 MB)
0.12.3	2020-04-02
ktrain-0.12.3-py3-none-any.whl (24 MB)
0.12.2	2020-04-01
ktrain-0.12.2-py3-none-any.whl (24 MB)
0.12.1	2020-04-01
ktrain-0.12.1-py3-none-any.whl (24 MB)
0.12.0	2020-03-30
ktrain-0.12.0-py3-none-any.whl (24 MB)
0.11.3	2020-03-18
ktrain-0.11.3-py3-none-any.whl (24 MB)
0.11.2	2020-03-18
ktrain-0.11.2-py3-none-any.whl (24 MB)
0.11.1	2020-03-18
ktrain-0.11.1-py3-none-any.whl (24 MB)
0.11.0	2020-03-18
ktrain-0.11.0-py3-none-any.whl (24 MB)
0.10.1	2020-03-04
ktrain-0.10.1-py3-none-any.whl (24 MB)
0.10.0	2020-03-03
ktrain-0.10.0-py3-none-any.whl (24 MB)
0.10.0b2 pre-release	2020-03-03
ktrain-0.10.0b2-py3-none-any.whl (24 MB)
0.10.0b1 pre-release	2020-03-02
ktrain-0.10.0b1-py3-none-any.whl (24 MB)
0.10.0b0 pre-release	2020-03-02
ktrain-0.10.0b0-py3-none-any.whl (135 KB)
0.9.4	2020-02-13
ktrain-0.9.4-py3-none-any.whl (127 KB)
0.9.3	2020-02-11
ktrain-0.9.3-py3-none-any.whl (121 KB)
0.9.2	2020-02-04
ktrain-0.9.2-py3-none-any.whl (121 KB)
0.9.1	2020-02-01
ktrain-0.9.1-py3-none-any.whl (121 KB)
0.9.0	2020-01-30
ktrain-0.9.0-py3-none-any.whl (121 KB)
0.8.3	2020-01-22
ktrain-0.8.3-py3-none-any.whl (119 KB)
0.8.2	2020-01-20
ktrain-0.8.2-py3-none-any.whl (119 KB)
0.8.1	2020-01-15
ktrain-0.8.1-py3-none-any.whl (123 KB)
0.8.0	2020-01-14
ktrain-0.8.0-py3-none-any.whl (123 KB)
0.8.0b3 pre-release	2020-01-14
ktrain-0.8.0b3-py3-none-any.whl (123 KB)
0.8.0b2 pre-release	2020-01-13
ktrain-0.8.0b2-py3-none-any.whl (123 KB)
0.8.0b1 pre-release	2020-01-13
ktrain-0.8.0b1-py3-none-any.whl (123 KB)
0.8.0b0 pre-release	2020-01-13
ktrain-0.8.0b0-py3-none-any.whl (123 KB)
0.7.3	2019-12-31
ktrain-0.7.3-py3-none-any.whl (117 KB)
0.7.2	2019-12-11
ktrain-0.7.2-py3-none-any.whl (116 KB)
0.7.1	2019-12-11
ktrain-0.7.1-py3-none-any.whl (117 KB)
0.7.1b3 pre-release	2019-12-11
ktrain-0.7.1b3-py3-none-any.whl (116 KB)
0.7.1b2 pre-release	2019-12-11
ktrain-0.7.1b2-py3-none-any.whl (116 KB)
0.7.1b1 pre-release	2019-12-11
ktrain-0.7.1b1-py3-none-any.whl (116 KB)
0.7.1b0 pre-release	2019-12-11
0.7.0	2019-12-10
0.7.0b11 pre-release	2019-12-10
0.7.0b10 pre-release	2019-12-10
0.7.0b9 pre-release	2019-12-10
0.7.0b8 pre-release	2019-12-10
0.7.0b7 pre-release	2019-12-10
0.7.0b6 pre-release	2019-12-10
0.7.0b5 pre-release	2019-12-10
0.7.0b4 pre-release	2019-12-09
0.7.0b3 pre-release	2019-12-09
0.7.0b2 pre-release	2019-12-09
0.7.0b1 pre-release	2019-12-09
0.7.0b0 pre-release	2019-12-09
ktrain-0.7.0b0-py3-none-any.whl (219 KB)
0.6.2	2019-12-02
ktrain-0.6.2-py3-none-any.whl (219 KB)
0.6.1	2019-11-16
ktrain-0.6.1-py3-none-any.whl (218 KB)
0.6.0	2019-11-12
ktrain-0.6.0-py3-none-any.whl (218 KB)
0.5.2	2019-10-20
ktrain-0.5.2-py3-none-any.whl (209 KB)
0.5.1	2019-10-17
ktrain-0.5.1-py3-none-any.whl (209 KB)
0.5.0	2019-10-16
ktrain-0.5.0-py3-none-any.whl (99 KB)
0.4.3	2019-10-15
ktrain-0.4.3-py3-none-any.whl (98 KB)
0.4.2	2019-10-01
ktrain-0.4.2-py3-none-any.whl (94 KB)
0.4.1	2019-10-01
ktrain-0.4.1-py3-none-any.whl (94 KB)
0.4.0	2019-09-30
ktrain-0.4.0-py3-none-any.whl (94 KB)
0.3.1	2019-09-19
ktrain-0.3.1-py3-none-any.whl (90 KB)
0.3.0	2019-09-18
ktrain-0.3.0-py3-none-any.whl (77 KB)
0.2.5	2019-08-27
ktrain-0.2.5-py3-none-any.whl (51 KB)
0.2.4	2019-08-20
ktrain-0.2.4-py3-none-any.whl (49 KB)
0.2.3	2019-08-19
ktrain-0.2.3-py3-none-any.whl (49 KB)
0.2.2	2019-08-16
ktrain-0.2.2-py3-none-any.whl (49 KB)
0.2.1	2019-08-15
ktrain-0.2.1-py3-none-any.whl (49 KB)
0.2.0	2019-08-13
ktrain-0.2.0-py3-none-any.whl (49 KB)
0.1.10	2019-08-02
ktrain-0.1.10-py3-none-any.whl (45 KB)
0.1.9	2019-08-01
ktrain-0.1.9-py3-none-any.whl (45 KB)
0.1.8	2019-06-05
ktrain-0.1.8-py3-none-any.whl (48 KB)
0.1.7	2019-05-24
ktrain-0.1.7-py3-none-any.whl (48 KB)
0.1.6	2019-05-03
ktrain-0.1.6-py3-none-any.whl (48 KB)
0.1.5	2019-05-01
ktrain-0.1.5-py3-none-any.whl (47 KB)
0.1.4	2019-04-11
ktrain-0.1.4-py3-none-any.whl (46 KB)
0.1.3	2019-04-10
ktrain-0.1.3-py3-none-any.whl (43 KB)
0.1.2	2019-04-10
ktrain-0.1.2-py3-none-any.whl (46 KB)
0.1.1	2019-04-10
ktrain-0.1.1-py3-none-any.whl (43 KB)

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