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# [Mamba: Linear-Time Sequence Modeling with Selective State Spaces](https://arxiv.org/abs/2312.00752)

import torch
import torch.nn as nn
import torch.optim as optim
from torch.utils.data import DataLoader, Dataset
from torch.nn import functional as F
from einops import rearrange, repeat
from tqdm import tqdm

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#!/usr/bin/env bash
sudo apt install build-essential wget -y
wget https://artiya4u.keybase.pub/TA-lib/ta-lib-0.4.0-src.tar.gz
tar -xvf ta-lib-0.4.0-src.tar.gz
cd ta-lib/
./configure --prefix=/usr
make
sudo make install

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import gym
import numpy as np
import random
from keras.models import Sequential
from keras.layers import Dense, Dropout
from keras.optimizers import Adam

from collections import deque

class DQN:

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# -*- coding: utf-8 -*-
"""
Created on Tue Nov 27 12:06:43 2018

@author: Bassem Yacoube
"""
import csv
import sys
import os

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        private List<ListItem> GetAllItems( ClientContext Context, List list, List<ListItem>  ListItems)
        {
         
            camlQuery.ViewXml =
@"< View Scope = 'RecursiveAll'>
    < Query >
        <Where>
      </Where>
        <OrderBy>