Qing Liu (77QingLiu)

77QingLiu

Geek Repo

Company:Wuxi Apptec

Location:Shanghai

Home Page:https://77qingliu.com/

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Qing Liu's starred repositories

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

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vaex

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

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dag-factory

Dynamically generate Apache Airflow DAGs from YAML configuration files

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altair_pandas

Altair backend for pandas plotting

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zeppelin

Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.

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tsfresh

Automatic extraction of relevant features from time series:

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predictionio

PredictionIO, a machine learning server for developers and ML engineers.

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koalas

Koalas: pandas API on Apache Spark

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d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

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Dive-into-DL-PyTorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

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dash

Data Apps & Dashboards for Python. No JavaScript Required.

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LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

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awesome-knowledge-graph

整理知识图谱相关学习资料

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nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

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h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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dtreeviz

A python library for decision tree visualization and model interpretation.

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XlsxWriter

A Python module for creating Excel XLSX files.

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awesome-neo4j

A curated list of Neo4j resources.

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altair_data_server

A background data server for Altair charts.

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shap

A game theoretic approach to explain the output of any machine learning model.

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new-computer

An extremely opinionated and highly personalized script to set up a new Mac machine, just the way I like it!

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pictureprocess

homework with python

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kaggle-past-solutions

A searchable compilation of Kaggle past solutions

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altair

Declarative statistical visualization library for Python

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ta-lib-python

Python wrapper for TA-Lib (http://ta-lib.org/).

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dask

Parallel computing with task scheduling

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missingno

Missing data visualization module for Python.

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macrocore

Production Ready Macros for SAS Application Developers

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100-Days-Of-ML-Code

100 Days of ML Coding

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