# 详细案例参见:https://towardsdatascience.com/autogluon-timeseries-every-time-series-forecasting-model-in-one-library-29a3bf6879db import pandas as pd import numpy as np import matplotlib.pyplot as plt import os import subprocess from gluonts.dataset.repository import get_dataset, dataset_names fro...
最近有兴趣研究了一下Kaggle之前所有的金融与部分时间序列相关的比赛,包括dataset, prediction target, winner's solutions等,感谢 @Hansen同学的整理,具体的比赛链接和整理的内容已经附在了下面。 总的来说,各个比赛的胜者几乎没有用到很复杂的模型,以线性模型和简单的预测逻辑居多,偶尔用到的树模型也基本是bagging...
Elham Hormozi , Hadi Hormozi, Mohammad Kazem Akbari, Morteza Sargolzaei Javan, “Accuracy Evaluation of a Credit Card Fraud Detection System on Hadoop MapReduce.” Shraddha Ramesh Bhagwat, Vaishali Londhe, “A Review of Various Credit Card Detection Techniques.” Credit card fraud detection dataset....
usage: kaggle datasets [-h]{list,files,download,create,version,init,metadata,status} ...optional arguments:-h, --help show this help message and exitcommands:{list,files,download,create,version,init,metadata, status}list List available datasetsfiles List dataset filesdownload Download dataset files...
ipythonipython-notebooktutorialskagglecatboosttitanic-dataset UpdatedNov 17, 2024 Jupyter Notebook DataScience projects for learning : Kaggle challenges, Object Recognition, Parsing, etc. pythonchallengemachine-learninghackerrankkaggle UpdatedJan 13, 2023 ...
{ENTER}ing the TimeSeries {SPACE} Sec 3 + New Aggs( CV 627 LB 595) 对gap 增加了几个统计逻辑 Feature Engineering: Sentence & paragraph features(CV 608 LB 586) 增加了文本特征 Version 05: 添加 sentence and paragraph特征 (Public LB Score: 0.593) ...
pandas.Series.value_counts pandas.DataFrame.loc 代码语言:javascript 代码运行次数:0 复制 Cloud Studio代码运行 ###缺失值处理fordatasetindata_cleaner:#用中位数填充 dataset['Age'].fillna(dataset['Age'].median(),inplace=True)dataset['Embarked'].fillna(dataset['Embarked'].mode()[0],inplace=True...
arXiv Dataset Usability8.8· 2 GB arXiv dataset and metadata of 1.7M+ scholarly papers across STEM code Notebooks arrow_right_altView all 1.3M public notebooks and access to a powerful notebook environment with no cost GPUs & TPUs.
又比如,kaggle上有个300G的数据,我没法下载到本地电脑,想直接在kaggle上进行预处理,把他处理一下做成dataset(kaggle的一个功能,不是pytorch的dataset),方便自己和别人使用,怎么方便快捷的完成呢?再比如,不是每个小白都有显卡的,而kaggle和colab同属于google的产品,如何让两者进行联动以更好的助小白完成比赛;trick篇...
kaggle datasets download zillow/zecon -f State_time_series.csv 1. 2. 请注意,无法下载 BigQuery 数据集。 在对应数据集上找到API command,复制到剪切板 如上面这个数据集的命令就是: kaggle datasets download -d cisautomotiveapi/large-car-dataset ...