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zixinyi's Projects

apmla_material icon apmla_material

Material for the Course on Advanced Probabilistic ML and Applications

d2l-pytorch icon d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

datacamp-1 icon datacamp-1

A repository that contains courses I have taken on DataCamp

datacamp-2 icon datacamp-2

A repository for examples and extensions of what I learn from the classes.

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

leetcode-go icon leetcode-go

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

lrp_toolbox icon lrp_toolbox

The LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Python. The Toolbox realizes LRP functionality for the Caffe Deep Learning Framework as an extension of Caffe source code published in 10/2015.

magenta icon magenta

Magenta: Music and Art Generation with Machine Intelligence

prmlt icon prmlt

Matlab code for machine learning algorithms in book PRML

seq2seq-signal-prediction icon seq2seq-signal-prediction

Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier

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