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Another take on Python Data Science
When I first tried pip installing on my mac 2021 Macbook Air M1, 11.7.4 I got an error that I needed to install rust... ``` (buckaroo-dev-2) paddy@Paddys-Air example-notebooks % pip...
It is very difficult to install dsds even for development. A pip package that depends on rust being installed on a users machine is a non-starter. I want to use...
Design a more standard documentation format. Provide more examples of usages for documentations.
0. Stemming. Snowball stemming. Only English. 1. Count Vectorizer, mostly done 2. TFIDF Vectorizer, mostly done 3. Text related metrics, cosine_similarity, Levenshtein distance are done. Some others? Like Jaccard similarity...
Find better and larger datasets to test 1. Correctness and 2. Performance. Create dedicated test folder and pytests.
Some additional feature selection algorithms of interest: Here are some ideas. 1. ROC-AUC. Run a logistic regression on one feature and use its AUC as an indicator to feature strength....