0.1.0

Changelog

• cdea9fa Initialise Git repo for preprocess CLI tool
• e20dd71 Merge branch 'main' into summary-html
• bcf7da4 Merge branch 'main' of https://github.com/agailloty/preprocess
• 84c900e Merge branch 'main' of https://github.com/agailloty/preprocess
• 76003c3 Merge pull request #1 from agailloty/summary-html
• 76d3396 Update hugo.yml
• 345ecd5 Update hugo.yml
• 658d7c4 Update hugo.yml
• 2f2d8d8 Update hugo.yml
• 8ee1a8f Update hugo.yml
• b35445b Update hugo.yml
• 237fd4e Update hugo.yml
• 63c59e7 Update hugo.yml
• e1566d9 Update hugo.yml
• 23b7c51 Update hugo.yml
• 6251f00 add DataSpecs struct for dataset related operations
• a382621 add SetName method and make all method receive pointers
• af9349f add a dataframe type
• 5dc7042 add a print logic to display dataset types
• 1724dfb add a way to summarize text dataset
• 865b872 add another doc example
• e863fbc add binning method structs
• 78985a0 add brief documentation for fillna operations
• 606cd79 add commands guides
• 8002a8e add dataset summary stats
• 12509cd add debug summary command
• f945205 add debugger
• 42d4bda add decimal separator
• 6ca3cae add docs toml files
• 91c6e56 add example fifa dataset
• a9d4e02 add example to scaling
• 33a5408 add global columns operations
• 247587d add go releaser to project
• b957c9d add install scripts
• 659dc20 add min and max in summary
• 50aa5f9 add new debug profiles
• 53ebd87 add new flags to run
• 6bb2be0 add normalize column with zscore
• 96f0e19 add postprocess
• edd08fa add postprocess when generate Prepfile
• fb11c65 add scaling operation with minmax
• b388948 add string clean methods : trimws and upper
• bc63650 add support for train test split
• 545f95c add template guides
• f9624dd adding a way to generate Prepfile
• 36aed34 adding a way to guess the type of read data
• 220a543 adding dummy column operation
• 103ac7d adding more content to the documentation
• 4ae8c00 always drop initial column for dummy
• 97d8622 apply operation semantic in prepfile
• 748a867 applying operations : export csv
• 1a1971e configure docs with Locus
• 99ddf35 create constants for operations & methods
• e2cf986 delete column in postprocessing
• ca0eb30 display total elapsed time
• 34579a4 do not inpute missing value when normalize
• 8fe6b41 document numeric and text operations
• c357fe3 enable docs website build from netlify
• ff0f796 evolving interface
• 9ef9327 export using provided file path
• d7e3253 fix typos
• d0f66a8 format dates
• 86a22c3 format export config
• f55617d format printing dataset preview columns with tys
• c2c976a gather all command docs in one place
• 759e3d3 generate TOML Prefile
• 382235f guess column types
• 3b22b05 handle case when too many values for dummy operation
• 7ff433a handle integer columns
• bc3cd6c harmonize data flag
• 0e77edb ignore all toml files
• 9f3ae38 ignore csv files
• a9f5968 implement binning method
• 7893ad6 implement rename operation
• 3b5781c implement sorting dataset ascending and descending
• a1769a7 include dataset info in summaryfile
• 277cd7c keep data spec when reading dataset
• a709db3 log postprocess
• 8e92213 make Data slice pointer to contain nullable
• 978abd4 make code more lisible removing util function
• 2100278 make it possible to exclude columns from summary
• ea84b9a make it possible to summary with a prepfile
• 58cf0fa make preprocess init clear to use
• b9fb91d make split robust
• c36c2af make summary accept only filename
• d9298f7 make sure csv seprator is valued
• 6eed8a3 manage latin1 encoding
• 9ea1375 omit empty property
• 6a56e3e prepare next text operations
• 20f4cdd print column name and guessed type
• c63de16 print column name, type and sample
• 923e512 print time summary
• 6958318 publish docs to Github pages
• 79191cb read dataset from provided prepfile
• ef39382 reading a csv file
• f72af15 refacto config
• 66c778c refactor calling numeric operations
• 98b2b16 refactor code to count missing
• b01b8b6 refactor code to use DataSpecs struct
• fb1d366 refactor how operations are applied
• e36e97d refactor scaling usage
• 879f967 remove html template
• 14f4f9f remove one level of nesting
• 78107d4 remove overview
• 858e013 remove print command
• e7f9f84 remove summary stats in postpreocess
• 2c36efe remove template html file
• 9940b26 remove viper
• 66085bc rename export operations
• 017b793 rename preprocess to operations
• 7fbe3f2 rename properly files and struct
• 4cab091 reorganise operations by category
• ab54520 replace fmt with log
• d09bc26 replace init with generate command
• 156d457 replace missing value with mean and median
• 1b791bf replace pointer usage with generic nullable type
• fb1d351 replacing missing values with static data
• f89d742 reuse prepfile flag in multiple commands
• f1e4b49 run operations from command line arguments
• fa0366d script to install windows & linux
• eed3752 separate and and preprocess operations
• dd61702 set correctly isValid property
• 3ab61f1 set latin1 encoding alias
• e9840f2 set template as html string
• de3f070 show usage when no args provided
• 0ae27ab skim dataset
• c44a8af snake casing TOML tags
• 57ae204 sort modalities count descending
• c414773 specify token path
• 6f8b8fd successfully read new toml structure
• f6d9fe4 support excluding columns in dummy
• 68dd14d support optional missing identifier
• 0ffbadf try explore html
• ec92f99 update artifact.yml
• c8a4e3d update code higlighter
• 6e25ef5 update description
• fbd9424 update doc
• aa5c6ca update doc site
• 8a91705 update documentation
• 5b789df update documentation
• 0c49ef5 update interface and refactor
• 9ddf29c update readme to reflect project progress
• a861c7b update url and install script
• 6293102 update zscore to replace old column
• d4cb143 upload all actions versions
• a1e9517 use ReadDataFrame
• b27bd7d use custom prepfile
• 839ad98 use float64 everywhere
• 00bf654 use prefile to run summary
• c0452a0 using proper csv file reader

---

Released by GoReleaser.