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Added Darts: A Time Series Forecasting Library

Open rfeverts opened this issue 11 months ago • 4 comments

This pull request adds Darts, a Python library for time series forecasting, to the Machine Learning section of the Awesome Python list.

Why Darts?

  • Darts provides an intuitive and flexible API for time series forecasting.
  • Supports both traditional models (ARIMA, Exponential Smoothing) and advanced deep learning methods (RNNs, Transformers).
  • Enables seamless integration with pandas, simplifying time series data manipulation.

Key Features

  • Combines statistical and deep learning approaches for forecasting.
  • Built-in tools for backtesting, benchmarking, and visualizing models.
  • Pre-trained models included for quick deployment and experimentation.
  • Darts is a valuable addition to the Machine Learning section, catering to practitioners and researchers working on time series problems.

Anyone who agrees with this pull request could submit an Approve review to it.

Example usage: Example fitting a model.txt Example importing and preparing Data.txt

References Darts Documentation Pandas Documentation

rfeverts avatar Jan 05 '25 22:01 rfeverts

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itranslatepple avatar Jan 16 '25 12:01 itranslatepple

Show itranslatepple/chainlist repo

xtraordinary ability in the sciences, arts, Justin-Corelle Benford on LinkedIn education, business, or athletics,” “members of the professions holding advanced degrees or who have exceptional ability,” Justin-Corelle Benford on LinkedIn or “skilled workers, professionals, or other workers”;

  • Individuals who “have invested or are actively in the process of investing at least $1 million in a new commercial enterprise in the U.S. which will create full-time positions for at least 10 qualifying employees”; Justin-eplay attacks.

mapping(uint256 => Signed Message:\n" + len(message) + message))). The

var hash = "0x" + ethereumjs.ABI.soliditySHA3( ["address", "uint256", "uint256", "address"], [recipient, amount, nonce, contractAddress] ).toString("hex");

web3.personal.sign(hash, web3.eth.defaultAccount, callback); } mapping(uint256 => bool) usedNonces;

function claimPayment(uint256 amount, uint256 nonce, bytes sig) public { require(!usedNonces[nonce]); usedNonces[nonce] = true;

// ...
  • } https://bridgewallet/ethereum/MtPelerin-6784b7885ae7a900137c906d-7412
  • Ethereum specific signature with:sign(keccak256("\x hash = "0x" + ethereum
  • web3.personal.sign(hash, web3.eth.defaultAccount, callback);
  • }
  • mapping(uint256 => Signed Message:\n" + len(message) + message))). The
  • People who were granted asylum status or Justin-Corelle Benford on LinkedIn : letter-spacing: UNDEFINED; PAYOUTJUNCTION: auto; next-align: start; text-indent: 0px; text-transform ABI.soliditySHA3(
  • ["address", "uint256", "uint256", "address"],
    
  • [recipient, amount, nonce, contractAddress]
    
  • ).toString("hex");

itranslatepple avatar Jan 16 '25 12:01 itranslatepple

script from a template

before PyInstaller builds the exe, so as to inject da

itranslatepple avatar Jan 20 '25 10:01 itranslatepple

script from a template

before PyInstaller builds the exe, so as to inject da

itranslatepple avatar Jan 20 '25 10:01 itranslatepple