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Yiwei's Projects

iisbeamer icon iisbeamer

A LaTeX beamer theme for the Integrated Systems Laboratory.

kalman icon kalman

Some Python Implementations of the Kalman Filter

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

lytex icon lytex

Portable LyX, migrated over from code.google.com/p/lytex

mcsm icon mcsm

monte carlo statistical methods matlab codes

mycv icon mycv

my CV made with compile-latex

neuralnetworksanddeeplearning.com.pdf icon neuralnetworksanddeeplearning.com.pdf

LaTeX/PDF + Epub version of the online book (http://neuralnetworksanddeeplearning.com) ”Neural Networks and Deep Learning“ by Michael Nielsen (@mnielsen)

nndl icon nndl

Another Chinese Translation of Neural Networks and Deep Learning

opencv icon opencv

Open Source Computer Vision Library

pdfreview icon pdfreview

记录PDF修订的常用软件和操作方式,以备后用。

pmtk3 icon pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

prmlt icon prmlt

Matlab code for machine learning algorithms in book PRML

pumpkin-book icon pumpkin-book

《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book

pygps icon pygps

pyGPs is a library containing an object-oriented python implementation for Gaussian Process (GP) regression and classification.

pysot icon pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

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