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Multiple Imputation with LightGBM in Python

Jupyter Notebook 372 31 Updated Aug 2, 2024

LSTM-XGBoost Time Series Forecasting

Jupyter Notebook 115 32 Updated Feb 3, 2024

Materials for an online-course - "Practical XGBoost in Python"

Jupyter Notebook 217 136 Updated Sep 4, 2016

Tutorial how to use xgboost

Jupyter Notebook 177 78 Updated Jun 11, 2016

Electricity price (energy demand) forecasting using different ML, DL, stacked DL and hybrid methods (XGBoost, GRU, LSTM, CNN, CNN-LSTM, LSTM-Attention, Hybrid GRU-XGBoost and Hybrid LSTM-Attention-…

Jupyter Notebook 36 2 Updated Apr 13, 2023

CNN-BiGRU-Attention模型

Python 85 6 Updated Apr 28, 2022

Applied an ARIMA-LSTM hybrid model to predict future price correlation coefficients of two assets

Jupyter Notebook 408 128 Updated Oct 1, 2018

Tutorial on survival analysis using TensorFlow.

Jupyter Notebook 47 19 Updated May 16, 2020

This Python function dm_test implements the Diebold-Mariano Test (1995) to statistically test forecast accuracy equivalence for 2 sets of predictions with modification suggested by Harvey et. al (1…

Python 112 35 Updated Dec 7, 2017

Sequence modeling benchmarks and temporal convolutional networks

Python 4,232 884 Updated Mar 28, 2022

CSDN中的代码 在github中建立仓库存储

26 3 Updated Nov 24, 2022

CEEMDAN_LSTM is a Python project for decomposition-integration forecasting models based on EMD methods and LSTM.

Jupyter Notebook 235 43 Updated Jul 8, 2024

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

Jupyter Notebook 339 184 Updated Oct 2, 2020

In PyTorch Learing Neural Networks Likes CNN、BiLSTM

Python 1,297 344 Updated Mar 20, 2023

My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

Python 1,192 677 Updated Dec 6, 2021

Repo for the Deep Learning Nanodegree Foundations program.

Jupyter Notebook 4,030 4,474 Updated Oct 2, 2023

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

Python 4,888 1,966 Updated Mar 24, 2023

Learning about and doing projects with recurrent neural networks

Jupyter Notebook 404 282 Updated Jul 15, 2021