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XDFLYQ's starred repositories

scikit-learn

scikit-learn: machine learning in Python

Language:PythonBSD-3-Clause60139 2138 11238

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Language:C++Apache-2.026300 908 5315

autograd

Efficiently computes derivatives of NumPy code.

Language:PythonMIT7013 212 403

Stanford-Machine-Learning-Course

machine learning course programming exercise

Language:Matlab529 740

python-matlab-bridge

A simple Python => MATLAB(R) interface and a matlab_magic for ipython

Language:PythonBSD-2-Clause335 29 131

ml-class

Machine learning programming exercises

Language:Matlab315 35 4

rembo

Bayesian optimization in high-dimensions via random embedding.

Language:Matlab113 10 3

deeplearning-class-2011

Code for Deep Learning class at Google

Language:MATLAB73 120

kernel-activation-functions

Several implementations of the kernel-based activation functions

Language:PythonMIT61 9 1

matlab

41 10

harlemcmc-shake

Code to produce demos of Metroplis-Hastings and Hamiltonian Monte Carlo samplers.

Language:MatlabGPL-3.037 70

deep-learning

Collection of deep learning resources.

Language:MatlabMIT31 60

Learning-Machine-Learning

Machine learning algorithms I implemented using different programming languages.

Language:MATLAB28 80

matlab-plot-tools

Various small packages for Matlab

Language:MATLAB23 3 2

Lynx-Toolbox

Lynx Matlab Toolbox

Language:MATLABBSD-2-Clause23 70

gp_cholqr

code for "Efficient Optimization for Sparse Gaussian Process Regression"

Language:MatlabNOASSERTION20 2 1

smc-oopsi

code to implement our sequential monte carlo (smc) algorithm to perform optimal optical spike inference (oopsi) for individual neurons

Language:MatlabApache-2.017 7 8

Machine-learning-programming-exercises

My solutions to the programming exercises from Stanford's Machine Learning online course

Language:Matlab12 30

Tunnel-automation-with-Reinforcement-Learning-TunnRL-

Code repository for the paper "Reinforcement Learning based Process Optimization and Strategy Development in Conventional Tunneling" by G.H. Erharter, T.F. Hansen, Z. Liu and T. Marcher

Language:PythonMIT8 2 8