Topic: regularization

NervanaSystems / distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasy…

pytorch pruning quantization pruning-structures jupyter-notebook network-compression deep-neural-networks regularization group-lasso distillation early-exit truncated-svd onnx automl-for-compression

Jupyter Notebook Updated Mar 21, 2019 3 issues need help

xgastaldi / shake-shake

254

2.86% and 15.85% on CIFAR-10 and CIFAR-100

torch7 resnet regularization

Lua Updated Oct 9, 2018

miguelvr / dropblock

213

Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

machine-learning computer-vision pytorch regularization convolutional-neural-networks dropblock pytorch-implementation dropout

Python Updated Feb 22, 2019

faridcher / ml-course-r

122

R code for the assignments of Ng's Coursera machine learning course

machine-learning learning-curve pca linear-regression gradient-descent svm principal-component-analysis clustering neural-network k-means recommender-system classification regularization anomalydetection

R Updated Jul 12, 2018

3dem / relion

98

Image-processing software for cryo-electron microscopy

C++ Updated Mar 22, 2019

vikasverma1077 / manifold_mixup

82

deep-learning deep-neural-networks regularization semi-supervised-learning data-augumentation supervised-machine-learning pytorch

Python Updated Mar 9, 2019

emilwallner / Deep-Learning-101

50

The tools and syntax you need to code neural networks from day one.

deep-learning tflearn dropout regularization machine-learning

Jupyter Notebook Updated Sep 25, 2017

vene / pyowl

48

Ordered Weighted L1 regularization for classification and regression in Python

machine-learning regularization classification regression sparsity

Python Updated Aug 27, 2018

madrury / py-glm

47

Generalized Linear Models in Sklearn Style

python statistical-learning machine-learning parametric regularization regression

Python Updated Oct 12, 2018

Bjarten / early-stopping-pytorch

44

Early stopping for PyTorch

pytorch early-stopping early stopping pytorch-tutorial python mnist regularization tutorial

Jupyter Notebook Updated Jan 19, 2019

rnorm / FSML

42

A machine learning project in F#

machine-learning-algorithms linear-regression logistic-regression fsharp regularization svm gradient-boosting-machine

F# Updated Jun 19, 2018

hazimehh / L0Learn

33

Efficient Algorithms for L0 Regularized Learning

machine-learning sparse-regression compressed-sensing feature-selection regularization sparse-modeling

C++ Updated Jan 2, 2019

hwalsuklee / numpy-neuralnet-exercise

31

Implementation of key concepts of neuralnetwork via numpy

neural-network deeplearning numpy cross-entropy-loss sgd relu mnist numpy-neuralnet-exercise regularization dropout xavier-initializer cnn

Python Updated Feb 6, 2018

davejacobs / ml

30

A set of machine learning experiments in Clojure

logistic-regression clojure regularization linear-regression

Clojure Updated Nov 30, 2012

itsrainingdata / sparsebn

29

Software for learning sparse Bayesian networks

bayesian-networks covariance-matrices experimental-data graphical-models regularization machine-learning statistics r

R Updated Sep 12, 2017

Wei2624 / AI_Learning_Hub

29

AI Learning Hub for Machine Learning, Deep Learning, Computer Vision and Statistics

machine-learning machine-learning-algorithms deep-learning deep-neural-networks statistics svm-classifier discriminant-analysis generative-model expectation-maximization-algorithm variational-inference learningnotes learning-theory regularization perceptron-learning-algorithm k-means-clustering gaussian-mixture-models

HTML Updated Mar 3, 2019

AdalbertoCq / Deep-Learning-Specialization-Coursera

28

Deep Learning Specialization courses by Andrew Ng, deeplearning.ai

deep-learning coursera batch-normalization neural-network convolutional-networks regularization optimization

Jupyter Notebook Updated Jun 20, 2018

rdrr1990 / bigKRLS

24

Now on CRAN, bigKRLS combines bigmemory & RcppArmadillo (C++) for speed into a new Kernel Regularized Least Squares a…

rstats rcpp bigmemory rcpparmadillo kernel cran regularization

R Updated Mar 19, 2019

joshday / SparseRegression.jl

24

Statistical Models with Regularization in Pure Julia

statistical-models regularization julia statistical-learning linear-models sparse-regression

Julia Updated Jan 16, 2019

ShiMengjie / Machine-Learning-Andrew-Ng

23

机器学习-Coursera-吴恩达- python+Matlab代码实现

linear-regression matlab logistic-regression regularization andrew-ng machine-learning cs229

MATLAB Updated Nov 20, 2018

utkuufuk / coursera-machine-learning

21

🎓 My lecture notes and assignment solutions for the Coursera machine learning class taught by Andrew Ng.

machine-learning coursera-machine-learning svm logistic-regression linear-regression neural-network regularization learning-curve

MATLAB Updated Sep 28, 2017

andry9454 / KerasDropconnect

19

An implementation of DropConnect Layer in Keras

keras machine-learning deep-learning keras-neural-networks keras-implementations regularization dropconnect

Python Updated Jan 31, 2019

rishabhk108 / jensen

18

A C++ toolkit for Convex Optimization (Logistic Loss, SVM, SVR, Least Squares etc.), Convex Optimization algorithms (…

machine-learning machine-learning-algorithms convex-optimization lbfgs-algorithm sgd logistic-regression support-vector-machines gradient-descent optimization-algorithms jensen tron lbfgs regularization

C++ Updated Oct 11, 2018

satwik77 / libnmf

17

Optimization and Regularization variants of NMF

optimization non-negative-matrix-factorization regularization

Python Updated Oct 19, 2018

JuliaML / PenaltyFunctions.jl

16

Julia package of regularization functions for machine learning

julia regularization machine-learning penalties

Julia Updated Aug 24, 2018

anishsingh20 / Statistical-Learning-using-R

16

This is a Statistical Learning application which will consist of various Machine Learning algorithms and their implem…

datascience statistical-learning r data-analysis depth-interpretation machine-learning-algorithms predictive-modeling polynomial-regression k-nn boosting bagging generalized-additive-models discriminant-anlaysis decision-trees svm-classifier logistic-regression supervised-machine-learning regularization clustering-algorithm

R Updated Apr 7, 2018

redwanhuq / campaign-critic

13

A web app that helps Kickstarter creators increase their chances of being funded

natural-language-processing machine-learning datascience classification logistic-regression regularization cross-validation model-selection webscraping postgresql exploratory-data-analysis

Jupyter Notebook Updated Oct 3, 2017

dirmeier / netReg

13

Generalized linear models with network-regularization in R and C++.

regularization linear-regression network-regularization regression r biological-networks biological-data-analysis

C++ Updated Feb 4, 2019

jrbourbeau / pyunfold

13

Iterative unfolding for Python

python unfolding data-analysis statistics regularization deconvolution inverse-problems

Python Updated Nov 19, 2018

jnagy1 / IRtools

12

MATLAB package of iterative regularization methods and large-scale test problems. This software is described in the p…

regularization matlab inverse-problems krylov-subspace-methods image-deblurring tomography nmr conjugate-gradient gmres fista

MATLAB Updated Feb 9, 2019

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regularization

Repositories 192