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https://github.com/OpenBB-finance/OpenBB.git
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d4a462cbe9
* LOG : add app_name=gst_packaged_pypi * LOG : update piis filtering * Linting * Log : generation * Tests : log generation * Linting * Tests : piis filtering Co-authored-by: James Maslek <jmaslek11@gmail.com>
90 lines
2.0 KiB
Plaintext
Vendored
90 lines
2.0 KiB
Plaintext
Vendored
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "a3abc620-1a2c-4c6d-a273-b30ce74a58c9",
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"metadata": {},
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"outputs": [],
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"source": [
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"from datetime import datetime, timedelta\n",
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"from openbb_terminal import api\n",
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"import os\n",
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"\n",
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"import matplotlib.pyplot as plt\n",
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"import matplotlib_inline.backend_inline\n",
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"import ipywidgets as widgets\n",
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"import plotly.graph_objs as go\n",
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"from IPython.display import display\n",
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"\n",
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"%matplotlib inline\n",
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"matplotlib_inline.backend_inline.set_matplotlib_formats(\"svg\")\n",
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"api.theme.applyMPLstyle()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "2bad2400-6f8a-4a8a-8161-5e319ae13ba8",
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"metadata": {},
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"outputs": [],
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"source": [
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"df = api.forecast.load(\"weather.csv\")"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "5eb728df-76e3-4cf2-901b-7275b7ce8f4c",
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"metadata": {},
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"outputs": [],
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"source": [
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"df = api.forecast.ema(df, target_column=\"MaxTemp\")"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "261d1eb2-7a0b-4358-8aa5-c1bae1237dab",
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"metadata": {},
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"outputs": [],
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"source": [
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"api.forecast.expo(df, target_column=\"MaxTemp\")"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "0c1d1945-f819-442a-a8e6-66822681b901",
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"metadata": {},
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"outputs": [],
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"source": [
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"api.forecast.brnn(\n",
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" df, target_column=\"MaxTemp\", past_covariates=\"MinTemp,Rainfall,Evaporation\"\n",
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")"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.9.13"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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