Proprietario

anthony-wang

4 repository indicizzati · Vedi su GitHub

BestPractices
Things that you should (and should not) do in your Materials Informatics research.

Jupyter Notebook · 205 stelle
CrabNet
Predict materials properties using only the composition information!

Python · 132 stelle
mensa-carta
The Mensa project. Data science from a cafeteria's menu!

Julia · 2 stelle
gsoc_blog
Anthony Wang's GSoC 2018 blog

Ruby · 1 stella

Aperta Tutte

24 issue aperte indicizzate

Protect API key Aperta

anthony-wang/mensa-carta#1 · 0 commenti · 1 reazione · 0 assegnatari · Indicizzata il 13/9/2026
Recursively download resources from RESTful web service Aperta

anthony-wang/mensa-carta#2 · 0 commenti · 0 reazioni · 0 assegnatari · Indicizzata il 13/9/2026
Fix categories tags in blog posts Aperta

gripe

anthony-wang/gsoc_blog#2 · 0 commenti · 0 reazioni · 1 assegnatario · Indicizzata il 13/9/2026
pip or conda install Aperta

enhancement help wanted

anthony-wang/CrabNet#11 · 6 commenti · 0 reazioni · 0 assegnatari · Indicizzata il 13/9/2026
CrabNet sometimes ignores/skips certain compounds. Why? How to keep track of compound IDs? Aperta

question

anthony-wang/CrabNet#13 · 4 commenti · 0 reazioni · 0 assegnatari · Indicizzata il 13/9/2026
fit() and predict() methods Aperta

anthony-wang/CrabNet#14 · 0 commenti · 0 reazioni · 0 assegnatari · Indicizzata il 13/9/2026
Does CrabNet use the validation data to improve the model? Aperta

anthony-wang/CrabNet#15 · 4 commenti · 0 reazioni · 0 assegnatari · Indicizzata il 13/9/2026
Seems like an "extend_features" option for CrabNet could be useful for several people Aperta

anthony-wang/CrabNet#17 · 14 commenti · 0 reazioni · 0 assegnatari · Indicizzata il 13/9/2026
CrabNet matbench results - possibly neglecting 25% of the training data it could have used Aperta

anthony-wang/CrabNet#19 · 2 commenti · 0 reazioni · 0 assegnatari · Indicizzata il 13/9/2026
the classification criterion doesn't factor in the uncertainty - does this mean ignore the uncertainty for classification? Aperta

anthony-wang/CrabNet#20 · 0 commenti · 0 reazioni · 0 assegnatari · Indicizzata il 13/9/2026
pinned pytorch and cudatoolkit dependencies possibly defunct for GPU usage Aperta

anthony-wang/CrabNet#21 · 1 commento · 0 reazioni · 0 assegnatari · Indicizzata il 13/9/2026
attention-heads as samples from posterior distribution in a Bayesian sense Aperta

anthony-wang/CrabNet#22 · 0 commenti · 0 reazioni · 0 assegnatari · Indicizzata il 13/9/2026
CrabNet matbench data, possible mismatch between submission notebook and results Aperta

anthony-wang/CrabNet#23 · 2 commenti · 0 reazioni · 0 assegnatari · Indicizzata il 13/9/2026
Reproducing RooSt results, error using RooSt Colab example is higher than what's reported in CrabNet paper Aperta

anthony-wang/CrabNet#26 · 0 commenti · 0 reazioni · 0 assegnatari · Indicizzata il 13/9/2026
Parameter used for the results in the published work Aperta

anthony-wang/CrabNet#28 · 0 commenti · 0 reazioni · 0 assegnatari · Indicizzata il 13/9/2026
Add skipatom featurizer to the repository Aperta

anthony-wang/CrabNet#29 · 0 commenti · 0 reazioni · 0 assegnatari · Indicizzata il 13/9/2026
Facing issue while importing model (from crabnet.model import Model) Aperta

anthony-wang/CrabNet#32 · 1 commento · 0 reazioni · 0 assegnatari · Indicizzata il 13/9/2026
AttributeError: 'SWA' object has no attribute '_optimizer_step_pre_hooks'. Did you mean: '_optimizer_step_code'? Aperta

anthony-wang/CrabNet#36 · 1 commento · 5 reazioni · 0 assegnatari · Indicizzata il 13/9/2026
Reason to use pe_scaler and ple_scaler Aperta

anthony-wang/CrabNet#37 · 0 commenti · 0 reazioni · 0 assegnatari · Indicizzata il 13/9/2026
include hyperparameter tuning Aperta

enhancement good first issue

anthony-wang/BestPractices#9 · 1 commento · 0 reazioni · 0 assegnatari · Indicizzata il 13/9/2026
Drop duplicate rows in `1-data_loading_cleanup_processing.ipynb` Aperta

anthony-wang/BestPractices#10 · 0 commenti · 0 reazioni · 0 assegnatari · Indicizzata il 13/9/2026
pandas-profile import incompatibility with pandas Aperta

anthony-wang/BestPractices#11 · 4 commenti · 0 reazioni · 0 assegnatari · Indicizzata il 13/9/2026
Case sensitivity of CBFV on Linux/WSL Aperta

anthony-wang/BestPractices#13 · 0 commenti · 0 reazioni · 0 assegnatari · Indicizzata il 13/9/2026
pandas profiling has been changed to ydata-profiling Aperta

anthony-wang/BestPractices#14 · 0 commenti · 0 reazioni · 0 assegnatari · Indicizzata il 13/9/2026

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