raphant

import tensorflow as tf
from tensorflow import keras
from tensorflow.keras import layers

class PositionalEmbedding(layers.Layer):
    def __init__(self, sequence_length, vocab_size, embed_dim, **kwargs):
        super().__init__(**kwargs)
        self.token_embeddings = layers.Embedding(input_dim=vocab_size, output_dim=embed_dim)
        self.position_embeddings = layers.Embedding(input_dim=sequence_length, output_dim=embed_dim)
        self.sequence_length = sequence_length

raphant

typer==0.9.0
loguru==0.7.2
pandas==2.0.3
sh==2.0.6
attrs==23.1.0
rich==13.5.3
python-rapidjson
numpy
python-dateutil==2.8.2
python-dotenv==1.0.0

raphant

numpy==1.26.4
pandas==2.2.2
pandas-ta==0.3.14b

ccxt==4.2.97
cryptography==42.0.5
aiohttp==3.9.4
SQLAlchemy==2.0.29
python-telegram-bot==21.1
# can't be hard-pinned due to telegram-bot pinning httpx with ~

raphant

import numpy as np
import pandas as pd
import pandas_ta
import talib

import pandas_ta as ta
import finta as TA


def add_adx_di_signal(df, period=14):

raphant

{
    "max_open_trades": 3,
    "stake_currency": "USDT",
    "stake_amount": 0.05,
    "tradable_balance_ratio": 0.99,
    "fiat_display_currency": "USD",
    "timeframe": "1h",
    "dry_run": true,
    "cancel_open_orders_on_exit": false,
    "unfilledtimeout": {

raphant

.join : String join
	ANY   →   ', '.join($expr$)
.len : Get length
	ANY   →   len($expr$)
.str : Get length
	ANY   →   str($expr$)

raphant

# to make a headless browser
geckodriver_autoinstaller.install()
options = Options()
options.headless = True
driver = webdriver.Firefox(options=options)



def setup_driver(headless: bool):
    """

raphant

# https://stackoverflow.com/a/7406369
def safe_filename_from_url(url):
    keepcharacters = ('.', '_', '-')
    return "".join(c for c in url if c.isalnum() or
                   c in keepcharacters).rstrip()[:MAX_FILENAME_LEN]
                   
import requests, json
def get_ip_location(x):
    """
    input:

raphant

set -xU RANGER_LOAD_DEFAULT_RC FALSE
set -gx PATH $HOME/.local/bin $HOME/bin $HOME/.gem/ruby/2.6.0/bin $HOME/.yarn/bin $PATH
set -gx EDITOR nvim
set -x JAVA_OPTS '-XX:+IgnoreUnrecognizedVMOptions --add-modules java.se.ee'
register-python-argcomplete --shell fish pipx | .

function vim
    nvim $argv
end

raphant

#!/path/to/python3

""""
If running as an executable:
    Don't forget to chmod +x this file when adding it as a service.
    And Also don't forget to modify the /path/to/python above

Requirements:
dbus-python: https://dbus.freedesktop.org/doc/dbus-python/index.html (pip install dbus-python)
gi-repository: https://pygobject.readthedocs.io/en/latest/getting_started.html (follow instructions on website)