#Regression

Showing 60 of 167 repositories tagged #regression, ranked by stars

apachecn
apachecn
ailearning

AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

Score
81
★ 42.4k ⑂ 11.5k +12/day
Python
Jack-Cherish
Jack-Cherish
Machine-Learning

:zap:机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

Score
69
★ 10.3k ⑂ 5.1k +4/day
Python
pycaret
pycaret
pycaret

Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

Score
100
★ 9.8k ⑂ 1.9k +1/day
Python
MorvanZhou
MorvanZhou
PyTorch-Tutorial

Build your neural network easy and fast, 莫烦Python中文教学

Score
62
★ 8.5k ⑂ 3.1k +1/day
Jupyter Notebook
postgresml
postgresml
postgresml

Postgres with GPUs for ML/AI apps.

Score
40
★ 6.8k ⑂ 365 +2/day
Rust
haifengl
haifengl
smile

Statistical Machine Intelligence & Learning Engine

Score
100
★ 6.4k ⑂ 1.1k
Java
nfmcclure
nfmcclure
tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

Score
87
★ 6.2k ⑂ 2.4k
Jupyter Notebook
timeseriesAI
timeseriesAI
tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Score
88
★ 6.1k ⑂ 719 +2/day
Jupyter Notebook
mlpack
mlpack
mlpack

mlpack: a fast, header-only C++ machine learning library

Score
100
★ 5.7k ⑂ 1.7k
C++
biolab
biolab
orange3

🍊 :bar_chart: :bulb: Orange: Interactive data analysis

Score
94
★ 5.6k ⑂ 1.1k
Python
BinRoot
BinRoot
TensorFlow-Book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

Score
82
★ 4.4k ⑂ 1.2k
Jupyter Notebook
microsoft
microsoft
FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

Score
75
★ 4.4k ⑂ 558
Jupyter Notebook
MorvanZhou
MorvanZhou
Tensorflow-Tutorial

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

Score
84
★ 4.3k ⑂ 1.8k
Python
Visualize-ML
Visualize-ML
Book5_Essentials-of-Probability-and-Statistics

Book_5_《统计至简》 | 鸢尾花书:从加减乘除到机器学习;上架!

Score
98
★ 3.7k ⑂ 758 +4/day
Jupyter Notebook
alibaba
alibaba
Alink

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

Score
75
★ 3.6k ⑂ 787
Java
shankarpandala
shankarpandala
lazypredict

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

Score
96
★ 3.3k ⑂ 367 +1/day
Python
tirthajyoti
tirthajyoti
Machine-Learning-with-Python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Score
88
★ 3.3k ⑂ 1.8k +1/day
Jupyter Notebook
RubixML
RubixML
ML

A high-level machine learning and deep learning library for the PHP language.

Score
95
★ 2.2k ⑂ 193
PHP
uber
uber
orbit

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Score
93
★ 2.1k ⑂ 148
Python
JavierAntoran
JavierAntoran
Bayesian-Neural-Networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

Score
67
★ 2.0k ⑂ 305
Jupyter Notebook
JuliaAI
JuliaAI
MLJ.jl

A Julia machine learning framework

Score
99
★ 1.9k ⑂ 159 +2/day
Julia
avhz
avhz
RustQuant

Rust library for quantitative finance.

Score
100
★ 1.8k ⑂ 207 +1/day
Rust
ScottfreeLLC
ScottfreeLLC
AlphaPy

Python AutoML for Trading Systems and Sports Betting

Score
86
★ 1.7k ⑂ 273
Python
experiencor
experiencor
keras-yolo2

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

Score
71
★ 1.7k ⑂ 772
Jupyter Notebook
tensorly
tensorly
tensorly

TensorLy: Tensor Learning in Python.

Score
85
★ 1.7k ⑂ 301 +2/day
Python
mlr-org
mlr-org
mlr

Machine Learning in R

Score
87
★ 1.7k ⑂ 402 +1/day
R
scikit-learn-contrib
scikit-learn-contrib
MAPIE

A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.

Score
97
★ 1.6k ⑂ 144
Jupyter Notebook
AxeldeRomblay
AxeldeRomblay
MLBox

MLBox is a powerful Automated Machine Learning python library.

Score
84
★ 1.5k ⑂ 273
Python
yeyun111
yeyun111
dlcv_for_beginners

《深度学习与计算机视觉》配套代码

Score
69
★ 1.5k ⑂ 630
Python
nivu
nivu
ai_all_resources

A curated list of Best Artificial Intelligence Resources

Score
95
★ 1.5k ⑂ 313
Jupyter Notebook
sb-ai-lab
sb-ai-lab
LightAutoML

Fast and customizable framework for automatic ML model creation (AutoML)

Score
92
★ 1.5k ⑂ 68
Python
callstack
callstack
reassure

Performance testing companion for React and React Native

Score
100
★ 1.4k ⑂ 36
TypeScript
mossr
mossr
BeautifulAlgorithms.jl

Concise and beautiful algorithms written in Julia

Score
64
★ 1.4k ⑂ 97
Julia
oracle
oracle
tribuo

Tribuo - A Java machine learning library

Score
89
★ 1.4k ⑂ 196
Java
owlbarn
owlbarn
owl

Owl - OCaml Scientific Computing @ https://ocaml.xyz

Score
73
★ 1.3k ⑂ 130 +1/day
OCaml
TheAlgorithms
TheAlgorithms
R

Collection of various algorithms implemented in R.

Score
91
★ 1.2k ⑂ 353
R
mlr-org
mlr-org
mlr3

mlr3: Machine Learning in R - next generation

Score
94
★ 1.1k ⑂ 97 +2/day
R
smartcorelib
smartcorelib
smartcore

A comprehensive library for machine learning and numerical computing. Apply Machine Learning with Rust leveraging first principles.

Score
80
★ 934 ⑂ 95 +1/day
Rust
sberbank-ai-lab
sberbank-ai-lab
LightAutoML

LAMA - automatic model creation framework

Score
38
★ 922 ⑂ 97
Python
YyzHarry
YyzHarry
imbalanced-regression

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

Score
44
★ 920 ⑂ 149
Python
trekhleb
trekhleb
machine-learning-octave

🤖 MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained

Score
76
★ 896 ⑂ 252 +2/day
MATLAB
moderndive
moderndive
ModernDive_book

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse

Score
96
★ 807 ⑂ 537
HTML
kennethleungty
kennethleungty
Failed-ML

Compilation of high-profile real-world examples of failed machine learning projects

Score
75
★ 753 ⑂ 51
anujvyas
anujvyas
Machine-Learning-Projects

This repository consists of all my Machine Learning Projects.

Score
31
★ 749 ⑂ 139
Jupyter Notebook
Axect
Axect
Peroxide

Rust numeric library with high performance and friendly syntax

Score
60
★ 716 ⑂ 42 +6/day
Rust
JuliaStats
JuliaStats
GLM.jl

Generalized linear models in Julia

Score
91
★ 637 ⑂ 117 +1/day
Julia
100
100
Cranium

🤖 A portable, header-only, artificial neural network library written in C99

Score
56
★ 603 ⑂ 55
C
henrikbostrom
henrikbostrom
crepes

Python package for conformal prediction

Score
80
★ 579 ⑂ 45
Python
patrikeh
patrikeh
go-deep

Artificial Neural Network

Score
100
★ 558 ⑂ 69
Go
mdipietro09
mdipietro09
DataScience_ArtificialIntelligence_Utils

Examples of Data Science projects and Artificial Intelligence use-cases

Score
81
★ 552 ⑂ 292
Jupyter Notebook
Carl-McBride-Ellis
Carl-McBride-Ellis
Compendium-of-free-ML-reading-resources

Compendium of free ML reading resources

Score
78
★ 536 ⑂ 129 +2/day
jxareas
jxareas
Machine-Learning-Notebooks

The full collection of Jupyter Notebook labs from Andrew Ng's Machine Learning Specialization.

Score
58
★ 420 ⑂ 169 +1/day
Jupyter Notebook
sajari
sajari
regression

Multivariable regression library in Go

Score
0
★ 412 ⑂ 72
Go
Gautam-J
Gautam-J
Machine-Learning

Implementation of different ML Algorithms from scratch, written in Python 3.x

Score
47
★ 411 ⑂ 95
Python
Sahith02
Sahith02
machine-learning-algorithms

A curated list of all machine learning algorithms and deep learning algorithms grouped by category.

Score
42
★ 379 ⑂ 47 +1/day
Python
autonlab
autonlab
auton-survival

Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events

Score
71
★ 371 ⑂ 82
Python
azminewasi
azminewasi
Machine-Learning-AndrewNg-DeepLearning.AI

Contains all course modules, exercises and notes of ML Specialization by Andrew Ng, Stanford Un. and DeepLearning.ai in Coursera

Score
74
★ 369 ⑂ 188
Jupyter Notebook
GAA-UAM
GAA-UAM
scikit-fda

Functional Data Analysis Python package

Score
56
★ 345 ⑂ 66
Python
NishkarshRaj
NishkarshRaj
100DaysofMLCode

My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge. Now supported by bright developers adding their learnings :+1:

Score
100
★ 340 ⑂ 164
Jupyter Notebook
sktime
sktime
skpro

A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python

Score
90
★ 328 ⑂ 193 +1/day
Python
Related Topics
#machine-learning#classification#python#data-science#deep-learning#clustering#statistics#neural-network#artificial-intelligence#scikit-learn#pytorch#linear-regression

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