TicTacToe just a fun game when i am bored

tictactoe.py

import numpy as np
import random
import time 
import matplotlib.pyplot as plt


def create_board():
	return np.zeros((3,3))

board = create_board()

def place(board, player, position):
	if player < 3 or player > 0:
		if board[position[0],position[1]] != 1 or board[position[0],position[1]] = 2
		board[position[0],position[1]] = player
		return board

place(board, 1, (0,0))



def possibilities(board):
	x,y = np.where(board == 0)
	rt= list()
	for i,j in zip(x,y):
		conj = (i,j)
		rt.append(conj)
	return rt

def random_place(board, player):
	random_position = random.choice(possibilities(board))
	board = place(board,player,random_position)
	return board

def row_win(board,player):
	for i in range(board.shape[0]):
		if list(board[i]).count(player) == 3:
			return True
		else:
			return False

def col_win(board,player):
	for i in range(board.shape[1]):
		if list(board[:,i]).count(player) == 3:
			return True
		else:
			return False

def diag_win(board,player):
	antidiagonal = np.diag(board[:, ::-1])
	diagonal = np.diag(board)
	if list(antidiagonal).count(player) == 3:
			return True
		else:
			return False
	if list(diagonal).count(player) == 3:
		return True
	else:
		return False

def evaluate(board):
	winner = 0
	for player in [1, 2]:
		if row_win(board,player):
			winner = player
		if col_win(board,player):
			winner=player
		if diag_win(board,player):
			winner = player
	if np.all(board != 0) and winner == 0:
		winner = -1
	return winner

def play_game():
	board = create_board()
	winner = 0
	while winner == 0:
		for player in [1,2]:
			random_place(board,player)
			winner = evaluate(board)
			if winner!=0:
				break;
	return winner




x=[]
start=time.time()
for i in range(1000):
    x.append(play_game())
stop=time.time()

print(stop-start)
plt.hist(x)
plt.show()

def play_strategic_game():
    board, winner = create_board(), 0
    board[1,1] = 1
    while winner == 0:
        for player in [2,1]:
            random_place(board,player)
            winner = evaluate(board)
            if winner != 0:
                break
    return winner

import time 
import matplotlib.pyplot as plt

x=[]
start=time.time()
for i in range(1000):
    x.append(play_strategic_game())
stop=time.time()

print(stop-start)
plt.hist(x)
plt.show()