slowlyswimming

Qin Yu's starred repositories

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Language:PythonNOASSERTION81400 1745 44202

ydata-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

Language:PythonMIT12323 151 799

statsmodels

Statsmodels: statistical modeling and econometrics in Python

Language:PythonBSD-3-Clause9907 282 5420

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.

Language:PythonMIT6954 136 465

azure-search-openai-demo

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

Language:PythonMIT5766 232 1014

Kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

Language:PythonMIT4864 80 185

interpretable-ml-book

Book about interpretable machine learning

Language:Jupyter NotebookNOASSERTION4737 137 201

azure-sdk-for-python

This repository is for active development of the Azure SDK for Python. For consumers of the SDK we recommend visiting our public developer docs at https://learn.microsoft.com/python/azure/ or our versioned developer docs at https://azure.github.io/azure-sdk-for-python.

Language:PythonMIT4423 428 9933

agents

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

Language:PythonApache-2.02768 80 664

pywt

PyWavelets - Wavelet Transforms in Python

Language:PythonMIT2002 62 331

tigramite

Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at

Language:Jupyter NotebookGPL-3.01270 40 194

fancyimpute

Multivariate imputation and matrix completion algorithms implemented in Python

Language:PythonApache-2.01242 25 117

transdim

Machine learning for transportation data imputation and prediction.

Language:Jupyter NotebookMIT1180 37 28

causal-learn

Causal Discovery in Python. It also includes (conditional) independence tests and score functions.

Language:PythonMIT1086 16 101

cvxopt

CVXOPT -- Python Software for Convex Optimization

Language:CNOASSERTION970 39 184

PyHealth

A Deep Learning Python Toolkit for Healthcare Applications.

Language:PythonMIT929 33 39

tick

Module for statistical learning, with a particular emphasis on time-dependent modelling

Language:PythonBSD-3-Clause483 36 244

PrefixSpan-py

The shortest yet efficient Python implementation of the sequential pattern mining algorithm PrefixSpan, closed sequential pattern mining algorithm BIDE, and generator sequential pattern mining algorithm FEAT.

Language:PythonMIT409 12 36