Targeted Learning Library

Python package for targeted inference.

targeted provides a number of methods for semi-parametric estimation. The library also contains implementations of various parametric models (including different discrete choice models) and model diagnostics tools.

The implemention currently includes

Risk regression models with binary exposure (Richardson et al., 2017, doi:10.1080/01621459.2016.1192546)
Augmented Inverse Probability Weighted estimators for missing data and causal inference (Bang and Robins, 2005, doi:10.1111/j.1541-0420.2005.00377.x)
Model diagnostics based on cumulative residuals methods
Efficient weighted Pooled Adjacent Violator Algorithms
Nested multinomial logit models

Documentation and tutorials can be found at https://targetlib.org/python/.

Release files for targeted 0.0.35

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for targeted 0.0.35
File	Size	Uploaded
targeted-0.0.35.tar.gz	39.8 kB	Nov 8, 2023	Details

Built distributions (wheels)

Table of built distributions (wheels) for targeted 0.0.35
File	Interpreter	ABI	Platform	Reset
targeted-0.0.35-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 3.6 MB Nov 8, 2023	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-64	Details
targeted-0.0.35-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl 3.5 MB Nov 8, 2023	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-32	Details
targeted-0.0.35-cp312-cp312-macosx_11_0_arm64.whl 528.3 kB Nov 8, 2023	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
targeted-0.0.35-cp312-cp312-macosx_10_9_x86_64.whl 534.4 kB Nov 8, 2023	CPython 3.12	CPython 3.12	macOS 10.9+ x86-64	Details
targeted-0.0.35-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 3.6 MB Nov 8, 2023	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64	Details
targeted-0.0.35-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl 3.5 MB Nov 8, 2023	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-32	Details
targeted-0.0.35-cp311-cp311-macosx_11_0_arm64.whl 523.6 kB Nov 8, 2023	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
targeted-0.0.35-cp311-cp311-macosx_10_9_x86_64.whl 529.6 kB Nov 8, 2023	CPython 3.11	CPython 3.11	macOS 10.9+ x86-64	Details
targeted-0.0.35-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 3.6 MB Nov 8, 2023	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64	Details
targeted-0.0.35-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl 3.5 MB Nov 8, 2023	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-32	Details
targeted-0.0.35-cp310-cp310-macosx_11_0_arm64.whl 523.6 kB Nov 8, 2023	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
targeted-0.0.35-cp310-cp310-macosx_10_9_x86_64.whl 529.6 kB Nov 8, 2023	CPython 3.10	CPython 3.10	macOS 10.9+ x86-64	Details
targeted-0.0.35-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 3.6 MB Nov 8, 2023	CPython 3.9	CPython 3.9	Linux glibc 2.17+ x86-64	Details
targeted-0.0.35-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl 3.5 MB Nov 8, 2023	CPython 3.9	CPython 3.9	Linux glibc 2.17+ x86-32	Details
targeted-0.0.35-cp39-cp39-macosx_11_0_arm64.whl 523.8 kB Nov 8, 2023	CPython 3.9	CPython 3.9	macOS 11.0+ ARM64	Details
targeted-0.0.35-cp39-cp39-macosx_10_9_x86_64.whl 529.9 kB Nov 8, 2023	CPython 3.9	CPython 3.9	macOS 10.9+ x86-64	Details
targeted-0.0.35-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 3.6 MB Nov 8, 2023	CPython 3.8	CPython 3.8	Linux glibc 2.17+ x86-64	Details
targeted-0.0.35-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl 3.5 MB Nov 8, 2023	CPython 3.8	CPython 3.8	Linux glibc 2.17+ x86-32	Details
targeted-0.0.35-cp38-cp38-macosx_11_0_arm64.whl 523.6 kB Nov 8, 2023	CPython 3.8	CPython 3.8	macOS 11.0+ ARM64	Details
targeted-0.0.35-cp38-cp38-macosx_10_9_x86_64.whl 529.8 kB Nov 8, 2023	CPython 3.8	CPython 3.8	macOS 10.9+ x86-64	Details
targeted-0.0.35-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 3.6 MB Nov 8, 2023	CPython 3.7	CPython 3.7 pymalloc	Linux glibc 2.17+ x86-64	Details
targeted-0.0.35-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl 3.5 MB Nov 8, 2023	CPython 3.7	CPython 3.7 pymalloc	Linux glibc 2.17+ x86-32	Details
targeted-0.0.35-cp37-cp37m-macosx_10_9_x86_64.whl 526.6 kB Nov 8, 2023	CPython 3.7	CPython 3.7 pymalloc	macOS 10.9+ x86-64	Details

Total release size: 48.7 MB

Release files / targeted-0.0.35.tar.gz

Download URL	targeted-0.0.35.tar.gz
Size	39.8 kB
Tags	Source
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Uploaded via	`twine/4.0.2 CPython/3.10.13`

Release files / targeted-0.0.35-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	targeted-0.0.35-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	3.6 MB
Tags	CPython 3.12 Linux glibc 2.17+ x86-64
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Release files / targeted-0.0.35-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	targeted-0.0.35-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
Size	3.5 MB
Tags	CPython 3.12 Linux glibc 2.17+ x86-32
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Release files / targeted-0.0.35-cp312-cp312-macosx_11_0_arm64.whl

Download URL	targeted-0.0.35-cp312-cp312-macosx_11_0_arm64.whl
Size	528.3 kB
Tags	CPython 3.12 macOS 11.0+ ARM64
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Release files / targeted-0.0.35-cp312-cp312-macosx_10_9_x86_64.whl

Download URL	targeted-0.0.35-cp312-cp312-macosx_10_9_x86_64.whl
Size	534.4 kB
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Release files / targeted-0.0.35-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	targeted-0.0.35-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	3.6 MB
Tags	CPython 3.11 Linux glibc 2.17+ x86-64
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Release files / targeted-0.0.35-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	targeted-0.0.35-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
Size	3.5 MB
Tags	CPython 3.11 Linux glibc 2.17+ x86-32
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Release files / targeted-0.0.35-cp311-cp311-macosx_11_0_arm64.whl

Download URL	targeted-0.0.35-cp311-cp311-macosx_11_0_arm64.whl
Size	523.6 kB
Tags	CPython 3.11 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`b4de003ad0da1d85ca23123022b80a5aa4690340d3d310188a946bab11eadbfe`
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Release files / targeted-0.0.35-cp311-cp311-macosx_10_9_x86_64.whl

Download URL	targeted-0.0.35-cp311-cp311-macosx_10_9_x86_64.whl
Size	529.6 kB
Tags	CPython 3.11 macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`56dc5dda45fa0dd24b026a5da416217f15660f76677ba40464cc66f6678e051f`
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Release files / targeted-0.0.35-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	targeted-0.0.35-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	3.6 MB
Tags	CPython 3.10 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`44e94bb2eb5962941d2d1d66d9fed7972d9bd87049fbd27ad398ee88a08079b4`
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Release files / targeted-0.0.35-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	targeted-0.0.35-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Size	3.5 MB
Tags	CPython 3.10 Linux glibc 2.17+ x86-32
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Release files / targeted-0.0.35-cp310-cp310-macosx_11_0_arm64.whl

Download URL	targeted-0.0.35-cp310-cp310-macosx_11_0_arm64.whl
Size	523.6 kB
Tags	CPython 3.10 macOS 11.0+ ARM64
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Release files / targeted-0.0.35-cp310-cp310-macosx_10_9_x86_64.whl

Download URL	targeted-0.0.35-cp310-cp310-macosx_10_9_x86_64.whl
Size	529.6 kB
Tags	CPython 3.10 macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`ceb34e17a614f9cc152573cfc9dbc49fc87927c9f442914c5c75c6c55d3ac56b`
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Release files / targeted-0.0.35-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	targeted-0.0.35-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	3.6 MB
Tags	CPython 3.9 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`800544209e3331cf8543c8cc740cc32594a57e56a987f70b3c5afd94d8e875bb`
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Release files / targeted-0.0.35-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	targeted-0.0.35-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Size	3.5 MB
Tags	CPython 3.9 Linux glibc 2.17+ x86-32
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Release files / targeted-0.0.35-cp39-cp39-macosx_11_0_arm64.whl

Download URL	targeted-0.0.35-cp39-cp39-macosx_11_0_arm64.whl
Size	523.8 kB
Tags	CPython 3.9 macOS 11.0+ ARM64
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Release files / targeted-0.0.35-cp39-cp39-macosx_10_9_x86_64.whl

Download URL	targeted-0.0.35-cp39-cp39-macosx_10_9_x86_64.whl
Size	529.9 kB
Tags	CPython 3.9 macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`5cef41ec2e7b9f26051b7e8d8981678bebb595d55acc0c5ab293246b5599033a`
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Release files / targeted-0.0.35-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	targeted-0.0.35-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	3.6 MB
Tags	CPython 3.8 Linux glibc 2.17+ x86-64
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Release files / targeted-0.0.35-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	targeted-0.0.35-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Size	3.5 MB
Tags	CPython 3.8 Linux glibc 2.17+ x86-32
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Release files / targeted-0.0.35-cp38-cp38-macosx_11_0_arm64.whl

Download URL	targeted-0.0.35-cp38-cp38-macosx_11_0_arm64.whl
Size	523.6 kB
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Release files / targeted-0.0.35-cp38-cp38-macosx_10_9_x86_64.whl

Download URL	targeted-0.0.35-cp38-cp38-macosx_10_9_x86_64.whl
Size	529.8 kB
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SHA-256 checksum How to use checksums	`1fa935bec7630afb9711b14842e5c755c303943e99b3cc788b1b06ace6b2f085`
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Release files / targeted-0.0.35-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	targeted-0.0.35-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	3.6 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64
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Release files / targeted-0.0.35-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	targeted-0.0.35-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl
Size	3.5 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-32
SHA-256 checksum How to use checksums	`8ee8f8b1632c9cc0cb91ec1f707a89a5b5bc006685bba18ef689a75b83900497`
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Release files / targeted-0.0.35-cp37-cp37m-macosx_10_9_x86_64.whl

Download URL	targeted-0.0.35-cp37-cp37m-macosx_10_9_x86_64.whl
Size	526.6 kB
Tags	CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`c0737cf0450b0045612ad1a757f25e09193e053ce401e488ddcfbbe64571fcc2`
BLAKE2b-256 checksum How to use checksums	`9a1cbc4fdffd4b891c970ecbe0f6a623869f381842e40e1133099a2e04357dd0`
Upload date	Nov 8, 2023
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.2 CPython/3.10.13`

Release history Release notifications | RSS feed

This release

0.0.35 This release

Nov 8, 2023 24 release files

0.0.34

Nov 8, 2023 29 release files

0.0.32

Nov 7, 2023 24 release files

0.0.31

Nov 7, 2023 27 release files

0.0.30

Oct 25, 2021 23 release files

0.0.29

Oct 22, 2021 14 release files

0.0.28

Jun 7, 2021 14 release files

0.0.27

Dec 1, 2020 15 release files

0.0.26

May 22, 2020 14 release files

0.0.25

Apr 15, 2020 14 release files

0.0.24

Apr 13, 2020 14 release files

0.0.23

Apr 12, 2020 14 release files

targeted 0.0.35