This is a project that I made in the past few months
An exact replica of Tetris on https://jstris.jezevec10.com/
This uses the SRS rotation system https://tetris.wiki/Super_Rotation_System and a 7 piece bag-randomizer

import random
import neat
from copy import copy, deepcopy
import os
import pickle
import time
import graphics
import pygame

See https://tetris.fandom.com/wiki/DAS for explanations
DAS is set to a default 70 in Tetris
To set a custom DAS, change line 109 in main.py to das = <your DAS> / 1000
ARR is hard set at 0, you cannot change this, maybe future implementations of the game will allow for customization

Note: These are my personal keybinds
up_arrow_key: rotate clockwise once
down_arrow_key: soft drop
right_arrow_key: move right
left_arrow_key: move left
z: rotate counter-clockwise once
x: rotate 180 degrees once
left_shift: hold
spacebar: hard drop
F4: restart/new game

This iteration of Tetris currently does not have a user friendly way of creating custom keybinds. If you want to make your own here are the locations of the key binds, change all of the locations to the desired key bind to change the key:
up_arrow_key: line 79 in pieces.py
down_arrow_key: line 91 and line 100 in pieces.py
right_arrow_key: line 75 in pieces.py and line 198 and line 212 in main.py
left_arrow_key: line 71 in pieces.py and line 205 and line 215 in main.py
z: line 83 in pieces.py
x: line 87 in pieces.py
left_shift: line 181 in main.py
spacebar: line 95 in pieces.py
F4: line 159 in main.py

Below is the quick overview of what each file does, details can be found in the comments: main.py: This is the main file to run the user-played game
AI_helper.py: This is the helper file to AI, provides numbers to feed into the training algorithm
block.py: This is where the Block object is
board.py: This is where the Board object is
graphics.py: This is where all the graphics are rendered
neat-AI.py: This is where the training for the algorithm happens
pieces.py: This is where the Pieces class is, the parent class for 7 subclasses, one for each type of Tetromino
rotation.py: This is where all the rotations are handled
autoPlay.py: This is where you run the ai to play tetris at blistering speeds
tetris-ai: This is the file that is needed to run autoPlay.py
tetris_checkpoint_adv175: This is the training checkpoint, more info in AI section
neat_configs: This is the neat config file, more info in AI section

The AI that is currently used has trained for 175 generations using the NEAT algorithm.
To see an earlier iteration of this AI in action: https://www.youtube.com/watch?v=iKcsKimt5Ds
To continue training this AI, make sure line 261 in neat-ai.py is (should already be):
population = checkpoints.restore_checkpoint("tetris_checkpoint_adv175")
Run the program, and it should save files called tetris_checkpoint_adv<generation number>
The neat_configs are the configurations I used to train the AI and the configs the checkpoint has
See https://neat-python.readthedocs.io/en/latest/ for more detailed documentation

1. PyCharm bug: PyCharm can't recognize imports but the program runs perfectly. Moving all files to main Project directory seems to solve the issue
2. No other Errors have been detected, everything should run smoothly

1. User friendly customizable keybinds
2. Continued neat-ai training, currently plateauing
3. Definitely going to look into Deep Q Learning to make a more advanced AI
4. Tetris AI speed adjustment
5. 1v1 Tetris AI in Tetris Battle
6. Implement levels in the game
7. Skins for graphics
8. Known efficiency optimizations: ie clear_line function in board can definitely be more efficient