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/DOE_GIT
yz599/2020ML
yz599/ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
yz599/nlp-in-python-tutorial
comparing stand up comedians using natural language processing
yz599/pandas-videos
Jupyter notebook and datasets from the pandas Q&A video series
yz599/EssentialMath
yz599/numpy-ml
Machine learning, in numpy
yz599/ArchiveBox
🗃 The open source self-hosted web archive. Takes browser history/bookmarks/Pocket/Pinboard/etc., saves HTML, JS, PDFs, media, and more...
yz599/2018-CS109A
Repository for CS109A Fall 2018
yz599/eBooks-PDFs-necessary-for-data-analysis-by-Python-R-
Repository for all eBooks/PDFs for data science in Python/R
yz599/ML-algorithms
Implement of ml methods with python
yz599/HsuanTienLin_MachineLearning
yz599/pycon-2019-tutorial
Data Science Best Practices with pandas
yz599/Undergraduate-in-Statistics
Use Python in Statistics Courses
yz599/pandas_exercises
Practice your pandas skills!
yz599/Ai-Learn
人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
yz599/effective_python
Keynotes from Effective Python: 90 Specific Ways to Write Better Python (2nd Edition) (Effective Software Development Series)
yz599/SMU_Assignments
Data Science Certification Program Assignments | Southern Methodist University |
yz599/Cookbook
The Data Engineering Cookbook
yz599/DeepLearning-500-questions
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系scutjy2015@163.com 版权所有,违权必究 Tan 2018.06
yz599/Utest
yz599/awesome-scientific-python
A curated list of awesome scientific Python resources
yz599/deeplearning_ai_books
deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)
yz599/DeepLearningZeroToAll
TensorFlow Basic Tutorial Labs
yz599/DataCamp
DataCamp data-science courses
yz599/TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
yz599/book
book
yz599/python-is-cool
Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.
yz599/Data-Science-Cheatsheet
yz599/berkeley-stat-157
Homepage for STAT 157 at UC Berkeley