Jacqueline's starred repositories
python-small-examples
告别枯燥，致力于打造 Python 实用小例子，更多Python良心教程见 https://ai-jupyter.com
awesome-causality-algorithms
An index of algorithms for learning causality with data
debtDefaultResearch
对截止至2017年7月17日的债券违约事件进行梳理归因，并寻找宏观流动性影响因素，组成数据集。运用Lasso回归进行特征提取后，输入带L2惩罚项LR、SVM、NN、GBDT、RF等机器学习模型进行违约预测，得出GBDT预测效果最好以及特征工程对线性模型预测效果具有重要性的结论。
causal_book
書籍「作りながら学ぶ! PyTorchによる因果推論・因果探索」の実装コードのリポジトリです
CausalityEventExtraction
Causality event extraction demo project including casual patterns and experiment on large scale corpus. 基于因果关系知识库的因果事件图谱实验项目，本项目罗列了因果显式表达的几种模式，基于这种模式和大规模语料，再经过融合等操作，可形成因果事件图谱。
Casual-Modeling
Estimating the casual impact of Progresa program on the schooling outcomes of individuals in Mexico
Crawler4Caida
Stick to doing something interesting and valuable.
Deep-Learning-Interview-Book
深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）
hands-on-ml-zh
:book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下线！！】
handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
gridstudio
Grid studio is a web-based application for data science with full integration of open source data science frameworks and languages.
Python-100-Days
Python - 100天从新手到大师
mostly-harmless-replication
Replication of tables and figures from "Mostly Harmless Econometrics" in Stata, R, Python and Julia.
ds_ml_resources
Data Science and Machine Learning resources, a curated list
interesting-python
有趣的Python爬虫和Python数据分析小项目(Some interesting Python crawlers and data analysis projects)
awesome-spider
爬虫集合
wechat_plugins
微信新版自动聊天助手
scikit-learn
scikit-learn: machine learning in Python
ML-Tutorial-Experiment
Coding the Machine Learning Tutorial for Learning to Learn
lihang-code
《统计学习方法》的代码实现