cnellington/Contextualized
An SKLearn-style toolbox for estimating and analyzing models, distributions, and functions with context-specific parameters.
PythonGPL-3.0
Issues
- 0
Automated normalization
#250 opened by blengerich - 0
- 0
Tests segfault in torch>=2.2.0
#238 opened by cnellington - 0
pip install does not work with python 12
#246 opened by abhinadduri - 0
- 0
Propensity Scores
#248 opened by cnellington - 0
Test Robustness to Outliers
#157 opened by blengerich - 0
Bio-Contextualized Link
#199 opened by blengerich - 0
Reporting confidence intervals without including training trajectories that failed.
#178 opened by blengerich - 1
Upgrade to lightning and pytorch 2
#181 opened by cnellington - 0
BN Errors Scaling
#208 opened by cnellington - 1
Sequential Testing of Contexts
#204 opened by blengerich - 7
- 2
- 0
Feature Priors
#221 opened by cnellington - 3
Add d-adaptation to ignore learning rate tuning
#212 opened by cnellington - 0
- 0
File & Message Cleanup
#216 opened by cnellington - 1
Typo in website intro
#210 opened by blengerich - 0
favicon in website docs
#209 opened by blengerich - 7
Project-to-DAG runtime
#205 opened by cnellington - 1
Bug in Model-analysis notebook
#194 opened by blengerich - 1
TensorDataset + DDP training weirdness
#163 opened by cnellington - 0
Automate visualizations after fitting
#203 opened by blengerich - 0
Likelihood Ratio Test
#202 opened by blengerich - 0
kwarg management
#198 opened by cnellington - 2
Turn off trainer logs
#183 opened by cnellington - 1
Offset overfitting
#175 opened by cnellington - 1
Easy P value calculations for common tests.
#179 opened by blengerich - 0
Update baselines with our predict/fit options
#174 opened by cnellington - 0
- 0
Hierarchical Contexts
#172 opened by blengerich - 0
Classifier notebook simulation
#169 opened by cnellington - 1
Reshape inputs to standardized dimensions.
#120 opened by blengerich - 0
Messy Outputs in Documentation Notebooks
#156 opened by cnellington - 2
Easy networks validation splitting keyword
#158 opened by blengerich - 0
Batched MSE
#160 opened by cnellington - 0
Check colorbar labeling of plot_embeddings
#159 opened by blengerich - 1
Module Summaries
#154 opened by cnellington - 1
Contextualized Classifier Loss
#140 opened by cnellington - 0
Contextualized CLI
#144 opened by cnellington - 1
Add to PyPI
#107 opened by blengerich - 1
Integrate NOTMAD
#122 opened by cnellington - 0
Add rollback to best epoch for Easy module.
#130 opened by blengerich - 1
Update Style to Python Black py37
#112 opened by cnellington - 1
Contextualized Markov Graphs Tests
#123 opened by blengerich - 0
Checkpointing with lightning module subclasses does not save subclass hyperparameters
#119 opened by cnellington - 0
PyTorch NGAM is very slow
#118 opened by cnellington - 0
Hyperparameter Tuning
#108 opened by cnellington - 0
Machine-invariant save/load
#98 opened by cnellington