本课程的主要知识库：数据科学、预测和预测，作为奥胡斯大学CogSci硕士课程的一部分教授。
Primary repository for the course: Data Science, Prediction, and Forecasting, taught as part of the CogSci masters program at Aarhus University. (2024-02-06, Jupyter Notebook, 0KB, 下载0次)
Aqui destinarei as anota es de cada módulo do curso de Data Science do curro EBAC（阿基·德斯塔雷）
Aqui destinarei as anota es de cada módulo do curso de Data Science do curso EBAC (2024-01-06, Jupyter Notebook, 0KB, 下载0次)
数据科学项目使用链路预测和社区检测来调查圣路易斯的犯罪网络。
Data science project investigating a crime network in St. Louis using link prediction and community detectin. (2024-01-04, Jupyter Notebook, 0KB, 下载0次)
采用朴素贝叶斯、SVM、岭分类器、Logistic回归、LDA、随机森林和XGBoost。结果表明，随机预测...
Naive Bayes, SVM, Ridge Classifier, Logistic Regression, LDA, Random Forest, and XGBoost, were employed. Results reveal that Random Forest and XGBoost outperform linear algorithms, particularly excelling in accuracy, making them optimal for maternal health risk assessment. (2023-11-18, Jupyter Notebook, 0KB, 下载0次)
比较最先进的集成树算法（CatBoost、LightGBM、XGBoost、GBM和AdaBoost），有和没有贝叶斯炒作...
Comparison of the state-of-the-art ensemble trees algorithms (CatBoost, LightGBM, XGBoost, GBM & AdaBoost), with and without bayesian hyperparameters optimizations in nine datasets. (2023-11-17, Jupyter Notebook, 0KB, 下载0次)
我深入研究了罗斯曼的销售预测领域。理解和预测公司的每日销售额是一个关键的挑战...
I delve into the world of sales forecasting for Rossmann. Understanding and predicting the company s daily sales is a pivotal challenge, as it involves a myriad of factors, including promotions, competition, holidays, seasonality, and local trends. The Predictive Modeling covers ARIMA, Meta s Prophet, and the open-source software library XGBoost. (2023-11-03, Jupyter Notebook, 0KB, 下载0次)
该存储库提供了一种将协方差矩阵自适应进化策略（CMA-ES）和贝叶斯优化（BO）相结合的方法，
This repository offer an approach to combine the Covariance Matrix Adaptive Evolution Strategy (CMA-ES) and Bayesian Optimization (BO), (2019-03-21, Jupyter Notebook, 0KB, 下载0次)
该存储库包含“使用贝叶斯优化的本地策略搜索”一文的代码。，
This repository contains the code for the paper "Local policy search with Bayesian optimization"., (2022-10-27, Jupyter Notebook, 0KB, 下载0次)
Python代码，用于控制实验室硬件，并在MIT化学合成Make It系统上执行贝叶斯 React优化，
Python code to control laboratory hardware and perform Bayesian reaction optimization on the MIT Make-It system for chemical synthesis, (2022-02-27, Jupyter Notebook, 0KB, 下载0次)
韦伯斯特大学（Webster University）Robert Wrobel教授应用商业统计课程的Python脚本和Jupyter笔记本，以及其他任何人...，
Python Scripts and Jupyter Notebooks for Prof. Robert Wrobel s Applied Business Statistics course at Webster University and anybody else who wants to learn! (2023-07-19, Jupyter Notebook, 0KB, 下载0次)
Jupyter笔记本，关于美国爱荷华州艾姆斯的呼吸酒精测试数据。
Jupyter Notebook on breath alcohol test data from Ames, Iowa, USA. (2019-01-23, Jupyter Notebook, 0KB, 下载0次)
斯坦福大学计算机科学的所有在线课程，以及作业和其他重要资源等B-）。
all the online courses on stanford computer science with there assignments and other important resources etc B-). (2019-05-09, Jupyter Notebook, 0KB, 下载0次)
该回购是爱尔兰科克市蒙斯特科技大学主办的开放数据黑客马拉松的获奖作品...
This repo was the winning entry for an Open data Hackathon hosted by Munster Technological University, Cork, Ireland sponsored by Riot Games, CSO, ADVANCE CRT and Lero Research Centre. (2021-05-04, Jupyter Notebook, 233KB, 下载0次)
ECG时间序列的ECGC分类器、CNN、RNN和贝叶斯神经网络分类（使用Swift和Python中的TensorFlow）
ECGClassifier,CNN, RNN, and Bayesian NN classification for ECG time-series (using TensorFlow in Swift and Python) (2019-07-28, Jupyter Notebook, 262KB, 下载0次)
t81_558_deep_learning，华盛顿大学（圣路易斯）t81-558课程：深度神经网络的应用
Washington University (in St. Louis) Course T81-558: Applications of Deep
Neural Networks
, (2023-04-09, Jupyter Notebook, 52079KB, 下载0次)
店铺销售额预测，罗斯曼是欧洲最大的连锁药店之一，拥有约56200名员工和4000多家店铺...
Rossmann is one of the largest drug store chains in Europe with around 56,200 employees and more than 4000 stores across Europe. (2021-08-12, Jupyter Notebook, 11239KB, 下载0次)
项目2-销售，著名的罗斯曼连锁店数据集。建立一个机器学习模型，根据过去的...
A renowned chain store Rossmann data set . Build a Machine Learning model to predict their future sales based on past data. (2022-04-11, Jupyter Notebook, 1061KB, 下载0次)
重要性抽样、马尔可夫链蒙特卡罗（mcmc）和贝叶斯线性回归背景下的重要性抽样
mcmc-importance-sampling,Markov Chain Monte Carlo (MCMC) and importance sampling in the context of Bayesian linear regression (2018-02-25, Jupyter Notebook, 245KB, 下载0次)
乳腺癌药物，基于威斯康星州数据集预测诊断出的乳腺癌症病例为恶性或良性的概率，
Predicting the probability that a diagnosed breast cancer case is malignant or
benign based on Wisconsin dataset
, (2017-08-23, Jupyter Notebook, 1555KB, 下载0次)
左撇子的寿命，使用熊猫和贝叶斯统计数据来看看城市传说中的左撇子比右派死得早是否属实，
Use pandas and Bayesian statistics to see if the urban legend is true that
lefties die earlier than righties.
, (2021-07-09, Jupyter Notebook, 406KB, 下载0次)