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Search results for python lasso
lasso
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python
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65 search results found
H2o4gpu
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421
H2Oai GPU Edition
Lasio
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315
Python library for reading and writing well data using Log ASCII Standard (LAS) files
Glum
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268
High performance Python GLMs with all the features!
Pyglmnet
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261
Python implementation of elastic-net regularized generalized linear models
Feature Selection For Machine Learning
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248
Code repository for the online course Feature Selection for Machine Learning
Skggm
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224
Scikit-learn compatible estimation of general graphical models
Petrophysics Python Series
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208
A series of Jupyter notebooks showing how to load well log and petrophysical data in python.
Python Glmnet
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178
A python port of the glmnet package for fitting generalized linear models via penalized maximum likelihood.
Celer
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177
Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc.
Pyhsiclasso
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111
Versatile Nonlinear Feature Selection Algorithm for High-dimensional Data
Group Lasso
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79
Group Lasso implementation following the scikit-learn API
Modelingpreparation
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70
数学建模准备工作,包括一些算法的手写与调用
Predicting_real_estate_prices_using_scikit Learn
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59
Predicting Amsterdam house / real estate prices using Ordinary Least Squares-, XGBoost-, KNN-, Lasso-, Ridge-, Polynomial-, Random Forest-, and Neural Network MLP Regression (via scikit-learn)
Time_series_data_mining
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58
TensorFlow Probability;Time series model
Batchnorm Pruning
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54
Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124
Lasso
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53
This is implementation Lasso with Coordinate Descent and LARS (Least Angle Regression).
Pylearn Parsimony
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45
Structured Machine Learning in Python
Airbnbpriceprediction
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40
Training and Testing a Set of Machine Learning/Deep Learning Models to Predict Airbnb Prices for NYC
Pytorch Lasso
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39
L1-regularized least squares with PyTorch
Sparse Ho
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37
Fast hyperparameter settings for non-smooth estimators:
Torch Gel
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33
Group elastic net implementation in PyTorch
Inpainting
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29
Image inpainting via dictionary learning and sparse representation.
Gglasso
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27
A Python package for General Graphical Lasso computation
Asgl
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26
A regression solver for linear and quantile regression models and lasso based penalizations'
Machine Learning Regression
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25
Built house price prediction model using linear regression and k nearest neighbors and used machine learning techniques like ridge, lasso, and gradient descent for optimization in Python
Graphical Lasso In Finance
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22
Implementations of the graphical lasso method to estimation of covariance matrices in finance.
Sgcrfpy
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19
SGCRFpy: Sparse Gaussian Conditional Random Fields in Python
Groupyr
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19
groupyr: Sparse Group Lasso in Python
Admm_lasso
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17
Lasso with ADMM in Python/MPI
Hidimstat
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16
HiDimStat: High-dimensional statistical inference tool for Python
Logistic Regression L1
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14
Tf Sparse Fit
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14
A library implementing various linear sparse fitting techniques. Uses Tensorflow for running on GPU.
Pattern_regression
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12
Codes for our paper on NeuroImage - comparison of pattern regression algorithms and evaluation of sample size impact.
Gapsafe_sgl
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12
GAP Safe Screening Rules for Sparse-Group Lasso.
Grouplasso
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12
Group Lasso package for Python.
Mutar
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12
Multi-task regression in Python
Benchmark_lasso
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11
Benchopt benchmark for Lasso
Pyl1ls
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11
Python + Numpy + Scipy Implementation of LARS and LASSO
Transform2020 Getting Started Python
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11
Getting started with python tutorial repo for Transform2020
Pattern_regression_clean
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10
Codes for pattern regression with detailed manual
Lassovariants
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9
Python codes for Lasso feature selection
Clar
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9
Concomitant Lasso with Repetitions
Data Science Projects
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8
{PySpark, R, Python}: Several Data Science projects
Tvgl
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8
Time-Varying Graphical Lasso and Graphical Lasso solvers for Network Inference
Pysmrs
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8
An unsupervised compressed-sensing technique for fundamental objects selection
L1qr
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8
Lasso Quantile Regression
Sdsj2018 Automl
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8
SDSJ 2018 AutoML | `LFBR` Team Solution
Detection Estimation Learning
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8
Python notebooks for my graduate class on Detection, Estimation, and Learning. Intended for in-class demonstration. Notebooks illustrate a variety of concepts, from hypothesis testing to estimation to image denoising to Kalman filtering. Feel free to use or modify for your instruction or self-study.
Fizzy
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7
Feature selection for biological data formats (Fizzy)
Relaxedlasso
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7
Implementation of Relaxed Lasso Algorithm for Linear Regression.
Lassonet
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7
An implementation of LassoNet for arbitrary network architectures.
Glmnet_py
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7
glmnet for python
Microarray Classification
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6
DNA Microarray Gene Expression Data Classification Using SVM and MLP with Feature Selection Methods Relief and LASSO
Multiple Classification
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6
Multiple classification with Small amount of data
Nnnba
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6
Analysis of NBA player stats and salaries of the 2016-17 for the 17-18 season
Gflsegpy
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6
gflsegpy: A Python 3 implementation of the group fused Lasso for multiple change-point detection (Bleakley and Vert, 2011)
Machinelearning
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6
Some models realized by myself with python.
Lasso_using_pgd
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6
A demo showing how proximal gradient descent and accelerated proximal gradient descent can solve LASSO formulation
Lmm Lasso
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6
An implementation of the Lasso model for association mapping and phenotype prediction which corrects for population strucure (Rakitsch et al., Bioinformatics 2013): http://goo.gl/FRmXwI
Lasso
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5
Convex optimizers for LASSO, including subgradient, project gradient, proximal gradient, smooth method, lagrangian method and stochastic gradient descent variants.
Gdp
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5
Group lasso based Deep Neural Network for Cancer Prognosis
Graphtime
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5
A Package for Dynamic Graphical Model Estimation. Future versions in R coming soon
Tree Structured Group Lasso
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5
Python Implementation of Proximal Methods for Hierarchical Sparse Coding
Lassonet
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5
Predict selection targets of lasso selection using deep learning model.
Gradient Descent Optimization
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5
a python script of a function summarize some popular methods about gradient descent
Pliablelasso
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5
Python implementation of the pliable lasso
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