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The Top 23 Regularization Open Source Projects

Open source projects categorized as Regularization
Categories > Regularization
Deeplearning_ai_books ⭐ 14,417
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
most recent commit 2 years ago
Distiller ⭐ 4,252
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
most recent commit a year ago
Mxnet The Straight Dope ⭐ 2,507
An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at https://d2l.ai/.
most recent commit 4 years ago
Coursera Deep Learning Specialization ⭐ 2,459
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
most recent commit 3 months ago
Deeplearning ⭐ 2,347
Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
most recent commit 4 years ago
Pmtk3 ⭐ 1,443
Probabilistic Modeling Toolkit for Matlab/Octave.
most recent commit 3 years ago
Deep Learning Notes ⭐ 1,257
Experiments with Deep Learning
most recent commit 4 years ago
Data Science Interview Questions And Answers ⭐ 1,169
Data science interview questions with answers. Not ideally (yet)
most recent commit 2 years ago
Cs231n 2017 Summary ⭐ 1,118
After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to know about it. I've skipped some contents in some lectures as it wasn't important to me.
most recent commit 4 years ago
Morph Net ⭐ 1,010
Fast & Simple Resource-Constrained Learning of Deep Network Structure
most recent commit 9 months ago
Neural Structured Learning ⭐ 972
Training neural models with structured signals.
dependent packages 3total releases 8most recent commit 7 months agopypi neural-structured-learning} Downloads
Pyfm ⭐ 770
Factorization machines in python
total releases 1most recent commit 5 years ago
Cutmix Pytorch ⭐ 611
Official Pytorch implementation of CutMix regularizer
most recent commit 4 years ago
Basic_model_scratch ⭐ 609
Implementation of some classic Machine Learning model from scratch and benchmarking against popular ML library
most recent commit 4 years ago
Active Learning ⭐ 584
most recent commit 4 years ago
Cifar Zoo ⭐ 575
PyTorch implementation of CNNs for CIFAR benchmark
most recent commit 3 years ago
Bigartm ⭐ 537
Fast topic modeling platform
total releases 31most recent commit 3 years ago
Teacher Free Knowledge Distillation ⭐ 490
Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization
most recent commit a year ago
Qmf ⭐ 461
A fast and scalable C++ library for implicit-feedback matrix factorization models
most recent commit 2 years ago
Hector ⭐ 457
Golang machine learning lib
total releases 1most recent commit 8 years ago
Early Stopping Pytorch ⭐ 428
Early stopping for PyTorch
most recent commit 4 years ago
Stylegan2 Tensorflow 2.0 ⭐ 419
StyleGAN 2 in Tensorflow 2.0
most recent commit 3 years ago
Dropblock ⭐ 408
Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.
total releases 5most recent commit 4 years ago
The 10 Most Depended On Regularization Open Source Projects
Ncvreg ⭐ 36
Regularization paths for SCAD- and MCP-penalized regression models
dependent packages 31total releases 32latest release April 25, 2023most recent commit 3 months ago
Grpreg ⭐ 33
Regularization paths for regression models with grouped covariates
dependent packages 17total releases 32latest release July 26, 2021most recent commit 5 months ago
Neural Structured Learning ⭐ 972
Training neural models with structured signals.
dependent packages 3total releases 8latest release July 29, 2022most recent commit 7 months agopypi neural-structured-learning} Downloads
Gamlr ⭐ 21
Gamma lasso regression
dependent packages 2total releases 16latest release May 07, 2021most recent commit a year ago
Nnlm ⭐ 53
Nonnegative Linear Models (NNLM) and Nonnegative Matrix Factorization (NMF or NNMF).
dependent packages 2total releases 4latest release July 02, 2019most recent commit 3 years ago
Rlr ⭐ 9
Regularized Logistic Regression
dependent packages 2total releases 16latest release December 20, 2021most recent commit 2 years agopypi rlr} Downloads
Keras Multi Head ⭐ 196
A wrapper layer for stacking layers horizontally
dependent packages 1total releases 27latest release January 22, 2022most recent commit 2 years agopypi keras-multi-head} Downloads
Grpregoverlap ⭐ 12
Regularization paths of linear, logistic, Poisson, or Cox models with overlapping grouped covariates
dependent packages 1total releases 3latest release December 31, 2016most recent commit 4 years ago
Ccdralgorithm ⭐ 5
Structure learning for Bayesian networks using the CCDr algorithm.
dependent packages 1total releases 6latest release April 12, 2022most recent commit 6 years ago
The 10 Latest Releases In Regularization Open Source Projects
Pulsar ⭐ 9
pulsar: Parallel Utilities for Lambda Selection along a Regularization Path
total releases 12latest release September 24, 2023most recent commit 7 months ago
Book Nlp ⭐ 275
Natural language processing pipeline for book-length documents
total releases 9latest release August 28, 2023most recent commit 2 years ago
Poismf ⭐ 43
(Python, R, C) Poisson matrix factorization (non-Bayesian version) (recommender systems)
total releases 36latest release August 08, 2023most recent commit 8 months ago
Lesssem ⭐ 6
lessSEM estimates sparse structural equation models.
total releases 2latest release June 25, 2023most recent commit 3 months ago
Ncvreg ⭐ 36
Regularization paths for SCAD- and MCP-penalized regression models
dependent packages 31total releases 32latest release April 25, 2023most recent commit 3 months ago
Pyfm ⭐ 770
Factorization machines in python
total releases 1latest release November 29, 2022most recent commit 5 years ago
Neural Structured Learning ⭐ 972
Training neural models with structured signals.
dependent packages 3total releases 8latest release July 29, 2022most recent commit 7 months agopypi neural-structured-learning} Downloads
L0learn ⭐ 84
Efficient Algorithms for L0 Regularized Learning
total releases 2latest release June 03, 2022most recent commit 7 months ago
Ccdralgorithm ⭐ 5
Structure learning for Bayesian networks using the CCDr algorithm.
dependent packages 1total releases 6latest release April 12, 2022most recent commit 6 years ago
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