kitkitkit745

Barra_model

test pycharm upload code

BarraStep

Classification

最大似然估计，平滑核函数，朴素贝叶斯，最近邻决策

CNE5_Factors

cne5_factors-1

covid-19-the-economist-global-excess-deaths-model

The Economist's model to estimate excess deaths to the covid-19 pandemic

dayu-factor

量化实习因子代码

fantastic-matplotlib

Matplotlib中文教程，在线阅读地址：https://datawhalechina.github.io/fantastic-matplotlib/

Load_Boston

使用正规方程、梯度下降和岭回归分别进行波士顿房价预测实践

Machine_Learning_Code_Implementation

Mathematical derivation and pure Python code implementation of machine learning algorithms.

kitkitkit745/Barra_model

test pycharm upload code

kitkitkit745/BarraStep

kitkitkit745/Classification

最大似然估计，平滑核函数，朴素贝叶斯，最近邻决策

kitkitkit745/CNE5_Factors

kitkitkit745/cne5_factors-1

kitkitkit745/covid-19-the-economist-global-excess-deaths-model

The Economist's model to estimate excess deaths to the covid-19 pandemic

kitkitkit745/dayu-factor

量化实习因子代码

kitkitkit745/fantastic-matplotlib

Matplotlib中文教程，在线阅读地址：https://datawhalechina.github.io/fantastic-matplotlib/

kitkitkit745/Load_Boston

使用正规方程、梯度下降和岭回归分别进行波士顿房价预测实践

kitkitkit745/Machine_Learning_Code_Implementation

Mathematical derivation and pure Python code implementation of machine learning algorithms.

kitkitkit745/machinLearningProject

学习吴恩达视频，完成一个小project。使用梯度下降、正则化、神经网络进行房价的预测。使用python中的numpy、scipy、pandas以及matplotlib完成编程的实现。

kitkitkit745/MLTemplate

机器学习(Machine Learning, ML)python简洁实现，包括混合高斯模型，KMeans，决策树，随机森林，K近邻，线性判别分析，逻辑斯蒂回归（梯度下降法，牛顿法），多层感知机（分类+回归），Naive Bayes（离散+高斯），多分类SVM，线性回归，隐马尔可夫模型（包括前向算法，后向算法，Viterbi算法和BaumWelch算法），主成分分析等模型

kitkitkit745/Stocks-Crisis-Estimation-by-Hidden-Markov-Model

This project tried to fit stocks historical returns into Hidden Markov Gaussian Mixture Models so that we can estimate market's rare event probability