贝叶斯决策索引帖 | 西山晴雪的知识笔记

2023-01-03

贝叶斯模型比较与选择索引帖

待完善 #refplus, #refplus li{ padding:0; margin:0; list-style:none; }； document.querySelectorAll(".refplus-num").forEach((ref) => { let refid = ref.firstChild.href.replace(location.origin+location.pathname,''); let refel = document.querySelector(refid); let refnum = refel.dataset.num; let ref_content = refel.innerText.replace(`[${refnum}]`,''); tippy(ref, { content:...

2023-01-03

贝叶斯优化索引帖

待完善 #refplus, #refplus li{ padding:0; margin:0; list-style:none; }； document.querySelectorAll(".refplus-num").forEach((ref) => { let refid = ref.firstChild.href.replace(location.origin+location.pathname,''); let refel = document.querySelector(refid); let refnum = refel.dataset.num; let ref_content = refel.innerText.replace(`[${refnum}]`,''); tippy(ref, { content:...

2023-02-12

近似贝叶斯计算索引帖

注：近似贝叶斯计算（Approximate Bayesian Comnpution, ABC）主要面向似然函数无法解析给出的场景，即似然函数是 intractable 的。在传统的空间信息技术领域中，不管是点参考数据还是面元数据，一般都会给出高斯、泊松等似然假设，因此目前的应用较少，此部分内容暂时作为了解范畴。 1 概论《近似贝叶斯计算简明教程》：节选自 Martin《Python 中的贝叶斯建模和计算》一书的第八章。 2 序列数据当面临序列问题时，会涉及传统有显式似然的序贯蒙特卡洛方法（SMC）向无显式似然的序贯蒙特卡洛近似贝叶斯计算（SMC-ABC）的转变。 3 #refplus, #refplus li{ padding:0; margin:0; list-style:none; }； document.querySelectorAll(".refplus-num").forEach((ref) => { ...

2023-01-03

强化学习索引帖

待完善 #refplus, #refplus li{ padding:0; margin:0; list-style:none; }； document.querySelectorAll(".refplus-num").forEach((ref) => { let refid = ref.firstChild.href.replace(location.origin+location.pathname,''); let refel = document.querySelector(refid); let refnum = refel.dataset.num; let ref_content = refel.innerText.replace(`[${refnum}]`,''); tippy(ref, { content:...

2023-01-03

因果推断索引帖

待完善 #refplus, #refplus li{ padding:0; margin:0; list-style:none; }； document.querySelectorAll(".refplus-num").forEach((ref) => { let refid = ref.firstChild.href.replace(location.origin+location.pathname,''); let refel = document.querySelector(refid); let refnum = refel.dataset.num; let ref_content = refel.innerText.replace(`[${refnum}]`,''); tippy(ref, { content:...

2023-01-03

🔥 广义线性模型索引帖

待补充 #refplus, #refplus li{ padding:0; margin:0; list-style:none; }； document.querySelectorAll(".refplus-num").forEach((ref) => { let refid = ref.firstChild.href.replace(location.origin+location.pathname,''); let refel = document.querySelector(refid); let refnum = refel.dataset.num; let ref_content = refel.innerText.replace(`[${refnum}]`,''); tippy(ref, { content:...