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causal-inference-tutorial

Repository with code and slides for a tutorial on causal inference.

chinese-poetry

The most comprehensive database of Chinese poetry 🧶最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。 阿里招 Python P6/P7 上海张江, [email protected]

cmcm

coord-convert

火星坐标(GCJ-02, BD-09, WGS)转换工具，支持命令行和Python API，支持点、线、面，支持GeoJson、shapefile...

cs228-notes

Course notes for CS228: Probabilistic Graphical Models.

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

data_structure

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

dxy-covid-19-data

2019新型冠状病毒疫情时间序列数据仓库 | COVID-19/2019-nCoV Infection Time Series Data Warehouse

gulius-projects

收录古柳（DesertsX）的一些小项目

java

machine_learning_python_source_code

madewithml

Learn how to responsibly deliver value with ML.

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

planetoid

Semi-supervised learning with graph embeddings

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pytrends

Pseudo API for Google Trends

some-book

tools

ubc-timetabler

Course scheduling is hard. This helps.

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow