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RK-A
Feature #763: Remove unnecessary parts of PANP
Bug #1514: Removing key phrases which are starting with IN pos tag or a preposition
Feature #1557: Ensure some documents do not show up in purple link results
Bug #1591: Change in the scheme of tagging partial KPs with hyphen
Task #1657: Modifications in remove_function_signature method to handle some new cases
Task #1663: Adding new header variants from pos_nouns function with fullness_ratio 1.0
Bug #1669: Getting rid of all dependency on Colab for the current code path
Bug #1688: KeyError in kp_variant_log
Bug #1765: Updating the P of tagged KPs where subKP and mainKP are separated by symbols
Feature #1766: Refactoring and updating the logic of update_tags function to make universal use in mainKP and subKP tagging
Bug #1709: Find similarity between docstring and 'Documentation Strings'
Task #1711: Establish similarity between 'a b' and 'c-or-a b' (also 'c b' and 'c-or-a b')
Feature #1809: Checking the context of the KP matched with "word1.word2" header variant
Feature #1810: Implement the penalty algorithm for KPs matching with "word1.word2" header variants in update_similarity_with_context function
Feature #1811: For matching "word1" in with the KP, make use of token_processing function
Feature #1813: Analysis for improvising the algorithms
Task #1726: Handling cases of bad header variants like "representation"
Bug #1743: Checking singular and plural forms of the tmp_var from variations_in_common_section_words in common words list
Bug #1744: Calculating the fullness_ratio of the header variants to decide a threshold for removal of header variants
Bug #1742: Preventing removal of KPs that are getting removed due to new/latest changes
Bug #1746: Checking the vector similarity and wordnet similarity of "options" and "optional" to unlink them
Bug #1752: In partial_header_match, reduce penalty for some KPs where start and end words are same as header variant
Bug #1767: Add processed subsection headers in the final processed_subsections dictionary irrespective of skip_header value
Bug #1777: Correct processing of some headers to generate appropriate header variants
Feature #1805: Remove KPs starting with numbers in words
Feature #1807: Add a functionality in the ADR to log the KPs where sim_scores are changing
Feature #1815: Implement a new context algorithm for the KPs matching with <word1.word2> subsection headers
Feature #1817: Update the similar document score string for KPs matching with different header variants
Bug #1834: Repeating words in the KP
Bug #1747: Add condition for "callbacks" in the lemmatization wrapper
Bug #1755: In partial_header_match, increase penalty for some KPs where start and end words are same as header variant
Task #1857: Extending the remove_header_by_adjective method to improvise the quality of KPs
Task #1863: Finalize scheme for removing "etc" header variant
Bug #1877: Prevent tagging of KP "to numpy" in Numpy User Guide book
Task #1862: Finding the reason why "initialization" header variants is giving high confidence KPs
Task #1864: Finalize scheme for removing "unaffected" header variant
Bug #1885: Prevent tagging of "use numpy" KP in Numpy User Guide
Bug #1887: Prevent tagging of KPs like "removing", "adding", etc
Task #1858: Extending the variation_slash function in BR3_IR3_tagger.py
Feature #1892: In "set_subtract_const_h" method, add penalty for headers with all words within CW 500 unstemmed
Task #1895: Drop low confidence KPs if it is a substring/subKP of a nearby tagged KP with high confidence
Task #1899: Tag all the skipped KPs with special temporary tags
Task #1900: Un-tag the temporary tags added while skipping the KPs
Task #1897: Skip the repeating KPs within 50 words according to new scheme
Task #1898: Skip the repeating KPs within 50 words according to new scheme - Contd
Bug #1905: Removing KPs like "define", "defined", etc
Task #1907: Make changes in variations_in_common_section_words to make sure "Ipython interpreter" is linked to "interpreter" KP
Bug #1919: Reduce the sim_scores of KPs matching with some specific header variants generated from variations_special_function
Bug #1906: Changes to make sure KP "c-types" is a red link atleast
Task #1921: Exclude both plural and singular forms of the words from Common Word list
Bug #1920: Reduce execution time of kpe_script.py
Bug #1848: Remove KPs with unwanted word in "past" tense
Bug #1923: Find the reason of tagging KP "handler, and formatter" with "formatters" header variant
Bug #1924: Check the header variants generated by the variations_conjunctions
Task #1927: Find the reason why "unsigned integers", "signed integers" & "floating point" is light red i.e. low conf
Bug #1918: Bug fix to find the correct ending of mainKP for a given subKP
Bug #1861: Finding the reason of low scores hyphenated KPs
Bug #1933: Correct processing of some headers to generate appropriate header variants - Contd
Bug #1939: Review the candidates added by check_distant_cands
Feature #1952: Ignore some KPs in the entire book based on the book name
Bug #1956: Find the reason of low sim_score of "spawn start method"
Bug #1960: Increase the sim_scores of the KP "XDR data"
Task #1961: Process the header variant such that discard the starting word if it is ADJ/ADV and within CW_50
Bug #2025: 'List comprehensions' should not be a purple link in a document with heading 'List comprehension'
Bug #1957: Make changes to ensure that KP same as the document header is not tagged in the document
Bug #1958: Find the POS scheme for excluding the KPs exactly same as document header
Bug #1974: Reduce the sim_score of KP "exception classes"
Task #1975: Check why the sim_score of KP "stderr" is less as compared to "stdout"
Task #1976: Increase the sim_score of KP "dst" in Lib Ref
Bug #1977: Review KPs with "also" word
Bug #1983: Increase the sim_scores of the KP "locale"
Bug #1984: Removal of KP "configuration" from Lib Ref or reduction of sim_score
Bug #1997: Increase the sim_score of "tuple" KP in C-API book
Bug #1998: Fix the bug in the tagging of "dict" and "dictionary" KP
Bug #2003: Make changes in generate_candidates function to fix the code for skipping KPs with repeated words
Bug #1992: Remove the tagging of KPs with sim_score < 0.5
Bug #2014: Increase the sim_score of "timeouts" KP in lib ref
Bug #2015: Removing the tagging of KP "comma"
Bug #2016: Remove the KPs which are same as BRB-IRB links
Bug #2017: built-in data types and structure should be a single purple link
Bug #2019: 'listed' should not be a purple link pointing to lists
Bug #2022: 'int' a dark purple link; but float, complex etc are not
Task #2023: 'dictionary' should be a dark purple link
Feature #2026: Can 'function' be a darkish purple link to 'Using and Defining Functions'?
Feature #2029: Do not display purple link results that are much lesser quality than some others
Bug #2043: Bug fix for adding wrong/mismatched subsection headers in annotated file
Task #2046: Provide the top 10% of keyphrases by occurrence count for Lib ref, Tutorial, C-API
Task #2064: Add occurrence % to BR2 line
Task #2094: Tweak 2604 formula for occurrence count
Task #2113: Enable creating annotated file with and without occurrence count
Feature #2129: Task 1: Creating KBs
Feature #2132: Task 1.1: Tag KPs using only 1 KB only
Feature #2133: Task 1.2. Tagging of KPs using multiple KBs
Bug #2179: (9 mar testing: d14) 2nd result of purple link 'abstract base class' is best
Bug #2183: If string s is known to be a "decent KP", substring(s) should not be made a KP
Bug #2184: 2nd purple link result is better than first for enum
Bug #2215: Need correction in processing sub-headers
Bug #2222: Mark all the ANPs not chosen to be KPs so far due to proximity as brown KPs
Task #2223: Change proximity threshold from 50 words to 250 words
Task #2224: Maintain efficiency although we add brown links for duplicates
Feature #2234: Pick right parts of "KP sentence" and sentences before and after
Bug #2256: Support for definitions/defStrings
Task #2257: Copy definitions line to definitions-proc line
Bug #2258: Process definitions line like subsections header line and create the definitions-proc line
Task #2259: Use processed definition strings to find similar documents
Feature #2338: KPs like iterator and iterable need to be considered different
Feature #2356: Extract important substrings using exclude_headers_list
Task #2371: Potential KPs ('immutable' within 'immutable sequence') that are part BRIR need to be given higher score
Bug #2564: BDS/IDS tagged words should not be included in the text to be processed and tagged BR2/IR2
Feature #2585: Penalty to be proportional to the number of nouns in the KP Sentence and the simdoc's section hierarchy match_sent_head_nouns
Feature #2977: Support annotation amongst multiple books

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