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elm
Phase I & part of Phase II of NASA SBIR - Parallel Machine Learning on Satellite Data
http://ensemble-learning-models.readthedocs.io
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Configure Renovate
#239
anaconda-renovate[bot]
opened
1 year ago
0
Question: Build my own or use elm
#238
shaunc
opened
4 years ago
2
EarthML redirect message missing from docs
#237
spencermathews
opened
5 years ago
1
Fixes to nldas_soil_moisture_ml.py and related scripts
#236
PeterDSteinberg
opened
6 years ago
0
Add notebook similar to NLDAS data exploration, w/ scatterplot matrix
#235
gbrener
closed
6 years ago
0
Py27 func sigs
#234
PeterDSteinberg
opened
6 years ago
0
Fix pynio env for notebook
#233
gbrener
closed
6 years ago
2
NLDAS notebook updates - get rid of unicode literals
#232
PeterDSteinberg
opened
6 years ago
2
Fix NLDAS data exploration notebook
#231
gbrener
closed
6 years ago
1
Prepare for xarray 0.11
#230
PeterDSteinberg
opened
6 years ago
1
EaSearchCV - remove return_train_score
#229
PeterDSteinberg
opened
7 years ago
0
[WIP] Improve wrapped sklearn class repr - simplify cross val for Dataset / MLDataset
#228
PeterDSteinberg
opened
7 years ago
1
Elm CI tests improvements
#227
PeterDSteinberg
opened
7 years ago
0
refit=True when running EaSearchCV Pipelines passing MLDataset between steps
#226
PeterDSteinberg
opened
7 years ago
1
Label encoding preprocessing classes - xarray support
#225
PeterDSteinberg
opened
7 years ago
0
Better repr / str for elm.pipeline.steps wrapped classes?
#224
PeterDSteinberg
opened
7 years ago
1
Wrap GridSearchCV and RandomizedSearchCV for MLDataset (xarray data structures)
#223
PeterDSteinberg
opened
7 years ago
2
Fixes for multiobjective optimization
#222
PeterDSteinberg
opened
7 years ago
3
Cross validation of Pipeline/estimators using MLDataset / xarray.Dataset
#221
PeterDSteinberg
closed
7 years ago
5
copy holoviews notebooks-based docs testing system
#220
PeterDSteinberg
closed
7 years ago
1
Fix predict_many bugs related to package simplification
#219
PeterDSteinberg
opened
7 years ago
0
EA algorithm - how many models to select - mu or k?
#218
PeterDSteinberg
opened
7 years ago
0
Change dask_searchcv / dask_glm imports to daskml
#217
PeterDSteinberg
opened
7 years ago
0
Elm Quarter 3, 2017 Priorities
#216
PeterDSteinberg
opened
7 years ago
2
Cross validation for xarray.* data structures
#215
PeterDSteinberg
closed
7 years ago
2
Pipeline text specification and CV cache ideas
#214
PeterDSteinberg
closed
7 years ago
1
Develop spectral clustering / embedding methods with dask arrays
#213
PeterDSteinberg
closed
3 years ago
6
Change Detection
#212
PeterDSteinberg
opened
7 years ago
0
Vote Count Ensemble Averaging
#211
PeterDSteinberg
opened
7 years ago
0
Rolling window operations or tile operations
#210
PeterDSteinberg
opened
7 years ago
1
Zonal statistics
#209
PeterDSteinberg
opened
7 years ago
0
Estimator serialization - before or after fitting - work with `param`
#208
PeterDSteinberg
opened
7 years ago
2
Hierarchical modeling (fitting to predictions of already-fit estimators)
#207
PeterDSteinberg
opened
7 years ago
2
doctests throughout
#206
PeterDSteinberg
opened
7 years ago
1
After new parameter selection in an evo algo, allow a cleanup/reject operation
#205
PeterDSteinberg
opened
7 years ago
0
EaSearchCV - CV splitting is failing with Xarray inputs currently
#204
PeterDSteinberg
opened
7 years ago
1
Is `avoid_repeated_params` necessary?
#203
PeterDSteinberg
opened
7 years ago
0
Custom estimators / sklearn / dask and data structure flexibility checklist
#202
PeterDSteinberg
opened
7 years ago
0
Custom estimators / sklearn / dask and data structure flexibility checklist
#201
PeterDSteinberg
closed
7 years ago
0
Fixes to support sklearn.manifold
#200
PeterDSteinberg
closed
7 years ago
1
Reduce image size
#199
gbrener
closed
7 years ago
0
Ensure the hyperparameterization of pipelines allows model structure optimization
#198
PeterDSteinberg
opened
7 years ago
1
Refactor `SklearnBase`
#197
PeterDSteinberg
closed
7 years ago
1
Documentation reminder - Grib file support and relation to Python 2 vs 3 Grib
#196
PeterDSteinberg
opened
7 years ago
6
Update ts_probs and ts_describe for xarray_filters changes
#195
PeterDSteinberg
closed
7 years ago
0
Use scikit-learn BaseEstimator as a base class for all pipeline steps
#194
PeterDSteinberg
closed
7 years ago
1
Documentation needs a flowchart overview of components
#193
PeterDSteinberg
opened
7 years ago
2
use dask-searchcv for evolutionary search EaSearchCV
#192
PeterDSteinberg
closed
7 years ago
2
1-D vs 2-D y (dependent) array
#191
PeterDSteinberg
opened
7 years ago
2
Make example notebook(s) for experimenting with disaster mapping, e.g. fire, flood
#190
PeterDSteinberg
opened
7 years ago
1
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