Pinned Repositories
d2l-zh
《动手学深度学习》:面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。
HsuanTienLin_MachineLearning
Interactive-Dashboards-and-Data-Apps-with-Plotly-and-Dash
Interactive Dashboards and Data Apps with Plotly and Dash, published by Packt
K-Means
An implementation of K-Means algorithm in R
K_Medoids
Numpy Implementation of K Medoids
kPyWavelet
Continuous wavelet transform module for Python. Includes a collection of routines for wavelet transform and statistical analysis via FFT algorithm. This module references to the numpy, scipy and pylab Python packages.
Linear_Regression_Housing_Prices
Linear Regression: Predicting housing prices utilizing USA_Housing.csv Project utilizes Scikitlearn, Numpy, Pandas, Matplotlib, Seaborn.
matrixprofile-ts
A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile
ML-algorithms
Implement of ml methods with python
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
yz599's Repositories
yz599/Wordless
An Integrated Corpus Tool with Multi-language Support for the Study of Language, Literature and Translation
yz599/matrixprofile-ts
A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile
yz599/pywt
PyWavelets - Wavelet Transforms in Python
yz599/python-for-everybody-solutions
Solutions to Python for Everybody: Exploring Data using Python 3 by Charles Severance: https://www.py4e.com/.
yz599/blog-posts
This repository hosts all the blog posts on machine learning, deep learning and statistical modeling.
yz599/Coursera-R-toolbox
yz599/nu_open_policing
Northwestern University Academics for Careers in Data Science (ACiDS) analysis of open policing data
yz599/pandas-cookbook
Recipes for using Python's pandas library
yz599/py4fi2nd
Jupyter Notebooks and codes for Python for Finance (2nd ed., O'Reilly) by Yves Hilpisch.
yz599/pdf2htmlEX
Convert PDF to HTML without losing text or format.
yz599/spherecluster
Clustering routines for the unit sphere
yz599/Learning-SciPy
Learning SciPy for Numerical and Scientific Computing
yz599/Python-Data-Science-Essentials-Third-Edition
Python Data Science Essentials - Third Edition, Published by Packt
yz599/PIWavelet
Python Interface for Wavelet Analises
yz599/pandas_multiindex_tutorial
An in-depth introduction to Pandas' MultiIndexes and practical code snippets
yz599/Linear_Regression_Housing_Prices
Linear Regression: Predicting housing prices utilizing USA_Housing.csv Project utilizes Scikitlearn, Numpy, Pandas, Matplotlib, Seaborn.
yz599/AppliedDeepLearningClass
Class Applied Deep Learning - Summer 2018
yz599/Hands-On-Data-Analysis-with-NumPy-and-pandas
published by Packt
yz599/Duke-MLSS-2018
Duke Machine Learning Summer School 2018
yz599/Python-for-Everybody-PY4E-exercise
exercise
yz599/IPython-Interactive-Computing-and-Visualization-Cookbook-Second-Edition
IPython Interactive Computing and Visualization Cookbook – Second Edition, published by Packt
yz599/Wind-Speed-Analysis
An elegant probability model for the joint distribution of wind speed and direction.
yz599/Pandas-Cookbook-1
Pandas Cookbook, published by Packt
yz599/spiralNet
Looking at the manifold hypothesis in deep learning. Creating a simple spiral dataset allows me to reveal how neural networks follow an optimal packing strategy during their training.
yz599/wavelets-1
Python implementation of the wavelet analysis found in Torrence and Compo (1998)
yz599/mastering-ml-w-python-in-six-steps
Source code for 'Mastering Machine Learning with Python in Six Steps' by Manohar Swamynathan
yz599/sp17
Spring 2017 Course Website
yz599/machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
yz599/K_Medoids
Numpy Implementation of K Medoids
yz599/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.