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Pull requests: TheAlgorithms/Python
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 Create real_time_encoder_transformer.py   awaiting reviews  This PR is ready to be reviewed   require descriptive names  This PR needs descriptive function and/or variable names   require tests  Tests [doctest/unittest/pytest] are required   tests are failing  Do not merge until tests pass   
     #13655 opened Oct 21, 2025  by ajatshatru01    Loading…        
        11 of 15 tasks 
  Adding LSTM algorithm from scratch in neural network algorithm sections   awaiting reviews  This PR is ready to be reviewed   
     #12082 opened Oct 15, 2024  by LEVIII007    Loading…        
        10 of 15 tasks 
  First Implementation of Johnson Graph Algorithm   awaiting reviews  This PR is ready to be reviewed   
     #12281 opened Oct 25, 2024  by joelkurien    Loading…        
        12 of 15 tasks 
  feat: add neural network optimizers module   awaiting reviews  This PR is ready to be reviewed   documentation  This PR modified documentation files   require descriptive names  This PR needs descriptive function and/or variable names   
     #13691 opened Oct 22, 2025  by shretadas    Loading…        
        13 of 15 tasks 
  New cellular automaton algorithm   awaiting reviews  This PR is ready to be reviewed   
     #12888 opened Aug 10, 2025  by Marioman2023    Loading…    
  Added the Strassen's Matrix Multiplication Algorithm   awaiting reviews  This PR is ready to be reviewed   
     #13482 opened Oct 14, 2025  by sourav-625    Loading…        
        11 of 15 tasks 
  New Genetic Algorithm solution for Knapsack problem   awaiting reviews  This PR is ready to be reviewed   
     #13234 opened Oct 5, 2025  by Dang-Hoang-Tung    Loading…        
        12 of 15 tasks 
  feat: Introduce hamming code generator   awaiting reviews  This PR is ready to be reviewed   
     #11827 opened Oct 6, 2024  by AyushChakraborty    Loading…        
        12 of 15 tasks 
  Multinomial naive bayes text classifier   awaiting reviews  This PR is ready to be reviewed   
     #9619 opened Oct 3, 2023  by riccardocappi    Loading…        
        12 of 14 tasks 
  Sorted linked list added   awaiting reviews  This PR is ready to be reviewed   
     #11607 opened Oct 1, 2024  by mjk22071998    Loading…        
        10 tasks done 
  Add: Matrix Prefix Sum   awaiting reviews  This PR is ready to be reviewed   
     #10841 opened Oct 23, 2023  by invincible04    Loading…        
        12 of 15 tasks 
  added TSP solution using MST implementation with docstrings under Graphs   awaiting reviews  This PR is ready to be reviewed   require descriptive names  This PR needs descriptive function and/or variable names   require tests  Tests [doctest/unittest/pytest] are required   require type hints  https://docs.python.org/3/library/typing.html   tests are failing  Do not merge until tests pass   
     #13682 opened Oct 22, 2025  by raisaaajose    Loading…        
        12 of 15 tasks 
  Add A* (A-star) Pathfinding Algorithm with Doctests & Type Hints   awaiting reviews  This PR is ready to be reviewed   require descriptive names  This PR needs descriptive function and/or variable names   require tests  Tests [doctest/unittest/pytest] are required   
     #13781 opened Oct 27, 2025  by umarprogrammer19    Loading…        
        15 tasks done 
  Create blacklistipchecker.py   awaiting reviews  This PR is ready to be reviewed   
     #9416 opened Oct 2, 2023  by dimonalik    Loading…        
        12 of 14 tasks 
  Add vectorized implementations of Linear Regression using Gradient Descent   awaiting reviews  This PR is ready to be reviewed   
     #13221 opened Oct 5, 2025  by somrita-banerjee    Loading…        
        12 of 15 tasks 
  Add deep belief network   awaiting reviews  This PR is ready to be reviewed   
     #13646 opened Oct 21, 2025  by Adhithya-Laxman    Loading…        
        12 tasks done 
  added multi armed bandit problem with three strategies to solve it   awaiting reviews  This PR is ready to be reviewed   
     #12668 opened Apr 11, 2025  by sephml    Loading…        
        12 of 15 tasks 
  Add Q-Learning algorithm implementation with epsilon-greedy policy an…   awaiting reviews  This PR is ready to be reviewed   
     #13402 opened Oct 10, 2025  by idklol22    Loading…        
        11 of 15 tasks 
  Add the algorithm to search the minimum element of an array using the…   awaiting reviews  This PR is ready to be reviewed   
     #9688 opened Oct 4, 2023  by Baraff24    Loading…        
        12 of 14 tasks 
  Algorithm to get maximum path sum of a binary tree.   awaiting reviews  This PR is ready to be reviewed   
     #9414 opened Oct 2, 2023  by jahir-raihan    Loading…        
        11 of 14 tasks 
  Add cholesky_decomposition.py   awaiting reviews  This PR is ready to be reviewed   
     #11848 opened Oct 7, 2024  by 99991    Loading…        
        12 of 15 tasks 
  Added gas_station.py   awaiting reviews  This PR is ready to be reviewed   
     #11822 opened Oct 6, 2024  by nimishh7    Loading…        
        11 of 15 tasks 
  weddle's integration rule   awaiting reviews  This PR is ready to be reviewed   
     #11773 opened Oct 5, 2024  by Soham-KT    Loading…        
        10 of 15 tasks 
  feat: Implement LRU Cache algorithm   awaiting reviews  This PR is ready to be reviewed   tests are failing  Do not merge until tests pass   
     #13520 opened Oct 15, 2025  by maynkxx    Loading…        
        11 of 15 tasks 
  Remove nth node from end of list   awaiting reviews  This PR is ready to be reviewed   
     #9880 opened Oct 5, 2023  by aryandgandhi    Loading…        
        11 of 14 tasks 
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