CRAN release: 5.3.1 feat: new encrypted family of functions encrypt_file(), read_encrypted(), write_encrypted(), hex_to_raw(), raw_to_hex() fix: get_creds() and cache returns objects correctly fix: improved order of messages in dont_sleep() + allow single value for sec_range fix: track correctly change of date while asleep in dont_sleep_time() CRAN release: 5.3.0 (2025-06-25) fix: prepare compatibility with ggplot2 4.0.0 #59 feat: improve robyn_modelselector()'s weights based on experience, mainly confidence criteria feat: new dont_sleep() and dont_sleep_time() feat: no internet connection messages for online interaction functions feat: ramp up META_API_VER from v20.0 to v21.0 recode: repo "yt-dlp" for get_mp3() by default recode: remove all return() to improve codefactor score to A+ recode: cache's overwrite set to TRUE by default docs: explicitly defined minimum versions of imported and suggested packages docs: standardizes quiet param CRAN release: 5.2.13 (2025-02-19) feat: include variable type in robyn_performance() fix: mCPA calculation should be inverted (1 / provided marginal which is initResponseMargUnit) fix: marginal results on robyn_performance() when OutputCollect has more than one model fix: robyn_modelselector()'s scores issue when a cluster had 2 models, thus no sd fix: cache filenames for stocks_hist + cache new overwrite parameter fix: rename outlier_tukey() and allow for turkey too #58 CRAN release: 5.2.11 (2025-01-09) feat: new "certainty" and "cluster_sd" metrics for robyn_modelselector() with spend_wt lazy boolean param feat: new scale argument for normalize() to customize minimum and maximum (instead of default 0, 1 range) feat: new non_promo param for robyn_performance() to include non-promotional contributions fix: adapt robyn_performance() to Robyn 3.12.0 update CRAN release: 5.2.10 (2024-12-13) feat: new cross models budget allocation functions robyn_xchannels() and robyn_xchannels() #57 feat: formatNum() improvements to be more flexible with abbr = TRUE on very different scales of numbers feat: new is_odd(), is_even() and seq_surnames() functions fix: better error in connection handling for holidays() fix: add some missing try_require("h2o") CRAN release: 5.2.9 (2024-09-13) feat: new optional marginals/carryovers params to add metrics to robyn_performance() feat: new repeated param on scrabble_words() feat: new "chars" and "unique" scoring systems on scrabble_words() fix: cache of OpenAI's reply stored in JSON format fix: better handle of filenames on get_mp3() fix: param exclude_here accepts upper case too for scrabble_words() docs: update meta API version to v20.0 recode: fix some codefactor warnings on return()'s + font warning in Windows #55 CRAN release: 5.2.8 (2024-06-11) feat: allow corr_var() to pass string var input for loops - based on user feedback in StackOverflow feat: new quiet parameter for font check on theme_lares() feat: new baseline distance criteria for robyn_modelselector() and refactoring for better cleaner code feat: new robyn_performance() function to calculate performance and contribution per channel fix: keep organic vars to calculate non-zero betas in robyn_modelselector() fix*: correct solID filtering when multiple models are available in OutputCollect docs: include example to recreate a Robyn model, added external posts, centralized some functions .md CRAN release: 5.2.7 (2024-04-22) feat: enable font_dirs parameter and multiple fonts to check in font_exists() feat: sort clusters in plot by importance in robyn_modelselector() fix: when tied ranks on robyn_modelselector() set integer number of stars fix: faster dir_size() using du -hs instead + default path getwd() in dir_size() fix: facet in corr_cross() will consider variables in contains input fix: update default META_API_VER to v17.0 docs: standard inheritParams from cache_write() for most ... params CRAN release: 5.2.5 (2024-01-22) docs: removed h2o dependency and passed to Suggests to lighten the package feat: new cache_pipe() to automate the use of cache feat: new param path for what_size() feat: new maze solving functions inspired by micromouse competitions: maze_solve() & maze_gridsearch() feat: new gemini_*() functions to interact with Google's Gemini API fix: inverted NRMSE, DECOMP.RSSD and MAPE + skip boost-performance option + non-clustered sols in robyn_modelselector() CRAN release: 5.2.4 (2023-12-07) feat: new robyn_modelselector() to help users visually select Robyn models based on several metrics available and analysts weights criteria feat: new robyn_hypsbuilder() to automatically build hyperparameters list for paid media and organic variables, ready to be used with Robyn fix: normalize() for all equal values returns 1s instead of crashing fix: cran_logs() mean on plot's first date per package CRAN release: 5.2.3 (2023-11-04) feat: improve font_exists() suggestions and new use-case to search for all available fonts feat: additional parameter for gpt_*() functions: num_retries, temperature, max_tokens, pause_base feat: new chr2num(), chr2logical(), chr2date() functions feat: new weighted_value() function, enabling FIFO/LIFO feat: new delete/open params for get_mp3() feat: New 'quiet' and 'include_regions' parameters to allow additional information on holidays fix: better handling of scrapping responses using header and more flexible date formats for holidays() #45 fix: better gpt_table() prompt to deal with numeric values and delimiters fix: live quote migrated to quantmod functions fix: get_currency() correctly handles rownames now [quantmod update] fix: better handling of NULL in formatNum() docs: fix dependent vs independent term across parameters #51 docs: removed rdrop2 recommended dependency given it was deprecated from CRAN CRAN release: 5.2.2 (2023-05-18) feat: new keep parameter for cleanText() and cleanNames() feat: new gpt_history() and markdown2df() functions fix: when no variables importance is returned by h2o #43 fix: NA or NULL for get_credentials accepted fix: ohse() warning with dates and large left joins CRAN release: 5.2.1 (2023-03-23) feat: new gpt_*() function to classify, tag, extract, format, convert, table, translate using ChatGPT feat: enable repo parameter for get_mp3() so when the main repo is down feat: pass ... to additional formatings using formatNum() recode: default weekly_start = 1 for prophet's components plot CRAN release: 5.2.0 (2023-02-03) feat: centralized all FB API results through fb_process() to standardize results, pagination and partial results if API crashes while paging feat: upgrade FB API default version from v13.0 to v16.0 (latest) feat: new filtering parameter for fb_insights() feat: new fb_report_check() function to check async reports status with a live functionality feat: fb_token() now returns expiration timestamp as an attribute feat: new what_size() function to easily get an R object's size fix: correct get_id numbering column (always starting in 1) fix: show corr labels in corr_cross() by default (like in corr_var()) fix: cran_logs() fails gracefully when site is not available fix: add --no-check-certificate to get_mp3 deprecated: fb_post() and fb_posts() given their deprecation since v2.4 recode: filled statusbar() fixed length as default recode: conditional expressions with scalar logical operators (||, &&) and avoid sapply [codefactor.io] CRAN release: 5.1.4 (2022-09-08) fix: broken Wordle dictionary link from nytimes (crashed CRAN's checks) CRAN release: 5.1.3 (2022-08-26) feat: enabled automatic clustering number based on WSS variance using wss_var parameter in clusterKmeans() feat: new warnifnot() function, similar to stopifnot() feat: new exclude_here param enables multiple options for same position in scrabble_words()(Wordle adaptation) feat: new lares_logo() fun function prints lares library logo docs: updated fb_*()'s api_version to v13.0 fix: skip drop when no transformations happened in ohse() CRAN release: 5.1.2 (2022-04-05) docs: reduced dependencies by removing magrittr (Imports), DBI, forecats, plotly, rtweet, tm, and wordcloud (Suggests) feat: new set_colnames() function, emulating magrittr's fix: changed behavior on corr_var() when max_pvalue = 1 CRAN release: 5.1.1 (2022-03-25) feat: new force_exclude parameter (Wordle adaptation) and cache usage feat: new wordle_*() functions to run simulations (and cheat) feat: new print_coloured() auxiliary function feat: new verbosity parameter on h2o_automl() fix: repeated tickers input now managed correctly CRAN release: 5.0.5 (2022-01-31) fix: corr_var() wrong outputs with cor(..., half = FALSE) fix: no partial plots printed on prophesize() feat: new year_quarter() function feat: new append param on date_feats() and fixed issue on joining data feat: enabled kmeans's algorithm parameter on clusterKmeans() Doc: explicitly pick exported tidyverse function to be exported, instead of all CRAN release: 5.0.3 (2021-11-16) feat: new "filled" mode on statusbar() feat: enable MOJO usage on explainers functions feat: new half param on corr() for faster corr_cross() deduped results feat: enable options to customize default colour palettes fix: corr_cross() dim error. Re-wrote internal function .transf() fix: issue with cor.test = "exact" default value on corr*() functions #34 @michellekee Reformat: clean tidy code style using styler globally docs: updated master branch to main CRAN release: 5.0.2 (2021-09-10) docs: Excluded xml2 dependency temporally to avoid rvest (>= 1.0.0). Used httr instead. Added rpart.plot as well. docs: new h2o_automl() vignette refactor: improved ohse() ignored columns logic refactor: overall more NULL parameters as default, less NA feat: new cran_logs() function to download and plot CRAN stats feat: New reduce_pca() and reduce_tsne() functions reduction dimentionality feat: enabled tree_var() for multi-categorical y's feat: new force_single parameter for v2t() deprecated: gg_pie() CRAN release: 5.0.1 (2021-06-09) feat: new redundant = NULL option for 2+ categorical columns only fix: specified R and rvest min versions + @ledell recommendations docs: use \dontrun on problematic examples and reduces dependencies: mice, rlist, skimr, sp CRAN release 5.0.0 (2021-06-03) CRAN release 4.10.6 (2021-05-31)