Pinned Repositories
apmla_material
Material for the Course on Advanced Probabilistic ML and Applications
d2l-pytorch
This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.
DataCamp
DataCamp data-science courses
datacamp-1
A repository that contains courses I have taken on DataCamp
datacamp-2
A repository for examples and extensions of what I learn from the classes.
Deep-Learning-with-TensorFlow-book
深度学习入门开源书,基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
Exploratory-Data-Analysis-with-Pandas-and-Python-3.x
Exploratory Data Analysis with Pandas and Python 3.x, published by Packt
FINCH-Clustering
Source Code for FINCH Clustering Algorithm
free-programming-books
:books: Freely available programming books
Hands-On-Meta-Learning-With-Python
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
zixinyi's Repositories
zixinyi/Layerwise-Relevance-Propagation
Implementation of Layerwise Relevance Propagation for heatmapping "deep" layers
zixinyi/PySpark-Boilerplate
A boilerplate for writing PySpark Jobs
zixinyi/Spark-practice
Apache Spark (PySpark) Practice on Real Data
zixinyi/Tensorflow_Deep_Taylor_LRP
Layerwise Relevance Propagation with Deep Taylor Series in TensorFlow
zixinyi/Traditional-Conjoint-Analysis-with-Python
Linear Regression estimation of the parameters to turn a product-bundle-ranking into measurable partsworths and relative importance
zixinyi/vqmetrics
Python functions to convert between different speech quality metrics