jnirschl/titanic_dvc

Message	Author	SHA1	Date
Refactor out duplicated code to create helper function "load_data" in data.__init__.py. Remove unused variables from replace_nan.py. Update DVC stages.	Jeff Nirschl	74be384aa7	3 years ago
Add Drange to data dictionary. Reformat file according to PEP	Jeff Nirschl	2d01ddc4cd	3 years ago
Add Drange to data dictionary. Revert TableOne to output mean (SD) for Age and Fare.	Jeff Nirschl	9eb6dc0fba	3 years ago
Run DVC with force to over-write cached output	Jeff Nirschl	cc7febe950	3 years ago
Update .gitignore following running DVC stage	Jeff Nirschl	5edf6162cf	3 years ago
Add script to replace missing age values using mean imputation. Added 3rd stage of DVC pipeline "impute_nan"	Jeff Nirschl	1e1537214a	3 years ago
Update files to read str "nan" in CSV as np.Nan and save np.Nan as "nan" when writing to CSV	Jeff Nirschl	985ac0add5	3 years ago
Change Table one output to give [min-max] for float variables instead of SD. Re-run dvc repro	Jeff Nirschl	ae8d431dbd	3 years ago
Update encode_labels.py to accept "drop_cols" from params.yaml ot indicate which columns to drop during label encoding.	Jeff Nirschl	4ec21c3745	3 years ago
Refactor encode_labels.py to read dtypes from params.yaml.	Jeff Nirschl	a76b329171	3 years ago
Refactor make_dataset.py to only include functions to download data and save data dictionary/summary table. Keep encode_labels.py separate.	Jeff Nirschl	4d646f4fd8	3 years ago
Add stage 1 = make dataset	Jeff Nirschl	eba57940da	3 years ago
Rename file download_data.py to make_dataset.py. Moving all functions associated with TDSP stage 1 into this file.	Jeff Nirschl	73972ed8dd	3 years ago
Add pytest to requirements.txt	Jeff Nirschl	0282c35e42	3 years ago
File renamed. Minor refactoring of package imports and argument inputs	Jeff Nirschl	353848d937	3 years ago
Run first stage of updated dvc pipeline: download_data	Jeff Nirschl	d7097646e9	3 years ago
Deleting previous DVC pipeline to create new pipeline	Jeff Nirschl	581186c153	3 years ago
Add function for parameter tuning using hyperopt.	Jeff Nirschl	7678aa21cd	3 years ago
Add function for parameter tuning using hyperopt.	Jeff Nirschl	1d17451bd4	3 years ago
Re-configure Stage train_model to send outputs to results directory	Jeff Nirschl	6cef1f0386	3 years ago
update train_model pipeline	Jeff Nirschl	ac11fd43da	3 years ago
Add script to train RandomForest model and create DVC stage	Jeff Nirschl	1699b9697a	3 years ago
Correct documentation in function encode_labels	Jeff Nirschl	719ec51391	3 years ago
Update make dataset to encode categorical variables, optionally remove nan from training, and save categorized data as well as yaml encoding categorical classes	Jeff Nirschl	8350d592c2	3 years ago
Adding DVC Stage 1: Prepare dataset	Jeff Nirschl	0026abd3b4	3 years ago
add train/test DVC files	Jeff Nirschl	254288c3d8	3 years ago
add data folder structure	Jeff Nirschl	b7cf5d1455	3 years ago
Remove train/test dvc	Jeff Nirschl	72c17efcc7	3 years ago
Data cleaning to remove indices with nan values	Jeff Nirschl	3b8d679e52	3 years ago
Adding original data files	Jeff Nirschl	f9470baea1	3 years ago

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jnirschl / titanic_dvc mirror of https://github.com/jnirschl/titanic_dvc.git

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mirror of https://github.com/jnirschl/titanic_dvc.git