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sparks-baird
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matbench-genmetrics
Generative materials benchmarking metrics, inspired by guacamol and CDVAE.
https://matbench-genmetrics.readthedocs.io/
MIT License
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add fixed benchmarks (10, 100, 1000, 10000) and update README
#30
sgbaird
closed
2 years ago
2
[FEATURE REQUEST] Implement CDVAE metrics
#29
sgbaird
opened
2 years ago
0
fix: normalize similarity by num_gen instead of num_test, improve tests
#28
sgbaird
closed
2 years ago
2
remove dangling CDVAE files
#27
sgbaird
closed
2 years ago
1
store GenMetrics for each fold
#26
sgbaird
closed
2 years ago
3
remove redundant calculations for single set pairwise distances
#25
sgbaird
closed
2 years ago
2
Create matbench_genmetrics_basic.py
#24
sgbaird
closed
2 years ago
1
Replace nested for loop with scipy's cdist or equivalent
#23
sgbaird
closed
2 years ago
1
Avoid redundant calculations for within set pairwise distance matrix
#22
sgbaird
closed
2 years ago
0
Implement Weisfeiller-Lehman hashes as pre-screening speed up matching
#21
sgbaird
closed
1 year ago
5
Recording/reporting of runtime and/or memory requirements
#20
sgbaird
opened
2 years ago
3
Perhaps one benchmark fixed at 1000 generated structures and another fixed at 10000 generated structures
#19
sgbaird
closed
2 years ago
1
divide by 2 was incorrect, fixed normalization by num possible
#18
sgbaird
closed
2 years ago
2
remove smact, hydra-core, torch, and torch-geometric
#17
sgbaird
closed
2 years ago
0
recorded_metrics as a dict instead of list
#16
sgbaird
closed
2 years ago
2
Cleanup notebook
#15
sgbaird
closed
2 years ago
0
duplicity property error checking
#14
sgbaird
closed
2 years ago
0
Non verbose test
#13
sgbaird
closed
2 years ago
0
custom tqdm aware of Colab and verbose kwarg, rename record fn
#12
sgbaird
closed
2 years ago
2
add badges
#11
sgbaird
closed
2 years ago
1
Create run_grayskull.py
#10
sgbaird
closed
2 years ago
1
cheaper matching
#9
kjappelbaum
opened
2 years ago
23
Top-level class for interacting with metrics and test functions
#8
sgbaird
closed
2 years ago
2
Dataset a good fit for Foundry?
#75
sgbaird
opened
2 years ago
3
GenMatcher, GenMetrics, and MPTSMetrics classes with `parameterize`-d tests
#7
sgbaird
closed
2 years ago
2
cdvae metrics (no property prediction)
#6
sgbaird
closed
2 years ago
0
Create test_matbench_genmetrics.py
#5
sgbaird
closed
2 years ago
0
fill in template
#4
sgbaird
closed
2 years ago
0
Fill in the template portions
#1
sgbaird
closed
2 years ago
0
Are the `Structure` sites pre-sorted when they're downloaded from Materials Project?
#77
sgbaird
opened
2 years ago
2
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