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gradientinstitute

6 indexed repositories · View on GitHub

aboleth
A bare-bones TensorFlow framework for Bayesian deep learning and Gaussian process approximation

Python · 127 stars
ai-impact-control-panel
Software to help decision-makers control the ethical and business impacts of their AI systems.

TypeScript · 6 stars
causal-inspection
A Scikit-learn inspired inspection module for causal models.

Python · 5 stars
twostageridge
Two stage ridge regression for less-biased causal inference

Jupyter Notebook · 3 stars
demo_code
Public code for blog posts and demonstrations

Jupyter Notebook · 0 stars
return2edu-paper
Research project estimating the causal impact of further education on employment and wellbeing outcomes.

Jupyter Notebook · 0 stars

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Blog Post 4 Open

gradientinstitute/demo_code#1 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Layer repeat op Open

gradientinstitute/aboleth#117 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Use Python 3 Type hinting and mypy static type checking Open

question

gradientinstitute/aboleth#129 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Tutorial on imputation with Aboleth Open

help wanted

gradientinstitute/aboleth#138 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Tutorial on embedding with Aboleth Open

help wanted

gradientinstitute/aboleth#139 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Test values output from layers in the unit tests Open

gradientinstitute/aboleth#146 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Use more placeholders in tests Open

help wanted

gradientinstitute/aboleth#147 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Layer shape compatibility check Open

gradientinstitute/aboleth#157 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Make a VAE? Open

gradientinstitute/aboleth#182 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Implement Flipout sampling? Open

enhancement somedaymaybe

gradientinstitute/aboleth#200 · 0 comments · 1 reaction · 0 assignees · Indexed Sep 17, 2026
What is the dtype in the Dense Layers? Open

somedaymaybe

gradientinstitute/aboleth#203 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Low-rank style imputation Open

gradientinstitute/aboleth#207 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Make a TwoStageBayesianRidge estimator Open

enhancement

gradientinstitute/twostageridge#2 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Mop up typescript warnings Open

gradientinstitute/ai-impact-control-panel#275 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 17, 2026
Possible to get inconsistent ranking with activemax Open

gradientinstitute/ai-impact-control-panel#305 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Simple Jobs scenario Open

gradientinstitute/ai-impact-control-panel#306 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 17, 2026
record slider actions and conflicts in the log file Open

gradientinstitute/ai-impact-control-panel#309 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
move deployment artifacts to subfolder Open

gradientinstitute/ai-impact-control-panel#310 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Clean up code with multiple dispatch Open

quirk

gradientinstitute/causal-inspection#4 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Synthetic data to approximate real datasets Open

nicetohave

gradientinstitute/causal-inspection#5 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
handle pipelines where features change Open

enhancement

gradientinstitute/causal-inspection#8 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Investigate integration with EconML Open

nicetohave

gradientinstitute/causal-inspection#9 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Improved tools for long running tasks Open

enhancement

gradientinstitute/causal-inspection#10 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Dependency evaluation, visualisation and reduction Open

enhancement

gradientinstitute/causal-inspection#11 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Sphinx API and Example documentation Open

documentation

gradientinstitute/causal-inspection#14 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Test evaluators, model_evaluations Open

enhancement

gradientinstitute/causal-inspection#18 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Tests for `dependence` module Open

enhancement

gradientinstitute/causal-inspection#30 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Simplify `BinaryTreatmentEvaluator` Open

quirk

gradientinstitute/causal-inspection#32 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Type annotations Open

nicetohave

gradientinstitute/causal-inspection#35 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Something is odd about the *Stats estimators and pandas inputs Open

bug

gradientinstitute/causal-inspection#38 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Return type for conditional correlation and covariance Open

nicetohave

gradientinstitute/causal-inspection#41 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 17, 2026
Speed up/cache model evaluation testing Open

enhancement

gradientinstitute/causal-inspection#45 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Use `pyproject.toml` for package configuration Open

enhancement

gradientinstitute/causal-inspection#46 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Update/fix documentation Open

documentation

gradientinstitute/causal-inspection#47 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
README uses previous interface Open

documentation good first issue

gradientinstitute/causal-inspection#48 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Plotting NaN values for continuous feature PD plots Open

gradientinstitute/causal-inspection#49 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Finding and visualising important interactions Open

gradientinstitute/causal-inspection#50 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Correlation and uncertainty in the partial dependence plots Open

gradientinstitute/causal-inspection#51 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Add documentation generation to CI Open

gradientinstitute/causal-inspection#52 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Github actions spontaneously failing Open

gradientinstitute/causal-inspection#55 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Add `readthedocs.yaml` Open

gradientinstitute/causal-inspection#57 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Investigate weighted duplicate samples Open

gradientinstitute/return2edu-paper#1 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026
Generate random covariance matrix with known spectrum Open

gradientinstitute/return2edu-paper#2 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 17, 2026

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