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Ming Hao's Projects

data-science-ipython-notebooks icon 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-science-with-r icon data-science-with-r

This repository contains some of my codes and notebooks for teaching Data Science using R.

data.table icon data.table

R's data.table package extends data.frame. HOMEPAGE:

data607 icon data607

DATA607: Data Acquisition and Management. Spring 2020

databionicswarm icon databionicswarm

The Databionic swarm is an unsupervised machine learning method for cluster analysis and the visualization of structures of high-dimensional data.

dataeditr icon dataeditr

An Interactive R Package for Viewing, Entering and Editing of Data

datarobot_calibration icon datarobot_calibration

An example application of how to build a calibration model to improve probability estimates for a machine learning model

datasets icon datasets

Datasets used in Plotly examples and documentation

datasets-1 icon datasets-1

🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools

datatools icon datatools

Tools for creation of datasets to be used in NONMEM for PK/PD modeling

datavisualizations icon datavisualizations

A collection of various visualizations methods is provided. The flagship is explorative data science using distribution analysis and PDE-optimized violin plots.

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