71 results found Sort:

microsoft
LightGBM microsoft
3.9k
17.2k
mit
436
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tas...
r gbm gbdt gbrt kaggle python lightgbm parallel microsoft data-mining distributed decision-trees machine-learning gradient-boosting
Created 2016-08-05
3,655 commits to master branch, last one 8 hours ago
catboost
catboost catboost
1.2k
8.4k
apache-2.0
189
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computa...
r gbm gpu cuda gbdt coreml kaggle python big-data catboost tutorial data-mining data-science gpu-computing decision-trees machine-learning gradient-boosting categorical-features
Created 2017-07-18
49,387 commits to master branch, last one 19 hours ago
biolab
orange3 biolab
1.1k
5.1k
other
185
🍊 :bar_chart: :bulb: Orange: Interactive data analysis
numpy scipy orange pandas python orange3 plotting clustering regression data-mining data-science scikit-learn random-forest visualization classification decision-trees machine-learning data-visualization visual-programming
Created 2013-02-22
15,580 commits to master branch, last one 19 days ago
greyhatguy007
Machine-Learning-Specialization-Coursera greyhatguy007
3.0k
5.1k
mit
39
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
mooc python coursera andrew-ng solutions tensorflow deep-learning decision-trees neural-network machine-learning linear-regression coursera-assignment logistic-regression recommendation-system unsupervised-learning coursera-specialization andrew-ng-machine-learning supervised-machine-learning unsupervised-machine-learning
Created 2022-06-16
145 commits to main branch, last one 6 months ago
susanli2016
Machine-Learning-with-Python susanli2016
4.8k
4.4k
unknown
270
Python code for common Machine Learning Algorithms
lda pca svm svr random-forest decision-trees kmeans-clustering linear-regression xgboost-algorithm knn-classification logistic-regression polynomial-regression naive-bayes-classifier hierarchical-clustering
Created 2017-05-26
211 commits to master branch, last one 2 years ago
tirthajyoti
Machine-Learning-with-Python tirthajyoti
1.8k
3.2k
bsd-2-clause
156
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
flask numpy pandas pytest clustering matplotlib regression statistics naive-bayes data-science scikit-learn deep-learning random-forest classification decision-trees neural-network machine-learning k-nearest-neighbours artificial-intelligence dimensionality-reduction
Created 2017-07-17
502 commits to master branch, last one 2 years ago
parrt
dtreeviz parrt
340
3.0k
mit
45
A python library for decision tree visualization and model interpretation.
python xgboost data-science scikit-learn random-forest visualization decision-trees machine-learning model-interpretation
Created 2018-08-13
622 commits to master branch, last one about a month ago
kk7nc
Text_Classification kk7nc
543
1.8k
mit
72
Text Classification Algorithms: A Survey
deep-learning random-forest decision-trees text-processing rocchio-algorithm boosting-algorithms deep-belief-network deep-neural-network logistic-regression text-classification k-nearest-neighbours nlp-machine-learning naive-bayes-classifier document-classification support-vector-machines dimensionality-reduction conditional-random-fields recurrent-neural-networks convolutional-neural-networks hierarchical-attention-networks
Created 2018-07-06
231 commits to master branch, last one 23 days ago
edyoda
data-science-complete-tutorial edyoda
762
1.8k
unknown
65
For extensive instructor led learning
numpy pandas pipeline scikit-learn decision-trees machine-learning feature-selection linear-regression nearest-neighbors
Created 2018-09-15
155 commits to master branch, last one 2 years ago
justmarkham
DAT8 justmarkham
1.1k
1.6k
unknown
111
General Assembly's 2015 Data Science course in Washington, DC
course pandas python clustering naive-bayes data-science scikit-learn web-scraping data-analysis data-cleaning decision-trees jupyter-notebook machine-learning model-evaluation ensemble-learning linear-regression data-visualization logistic-regression regular-expressions natural-language-processing
Created 2015-08-07
119 commits to master branch, last one 9 years ago
nivu
ai_all_resources nivu
276
1.2k
unknown
34
A curated list of Best Artificial Intelligence Resources
gan knn rnn kmeans python statquest regression statistics tensorflow mathematics data-science deep-learning random-forest decision-trees neural-networks machine-learning reinforcement-learning support-vector-machine artificial-intelligence convolutional-neural-networks
Created 2019-12-26
124 commits to master branch, last one 7 months ago
tensorflow
decision-forests tensorflow
113
679
apache-2.0
22
A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
ml keras python tensorflow random-forest decision-trees decision-forest interpretability machine-learning gradient-boosting
Created 2021-04-22
640 commits to main branch, last one 14 days ago
alvinwan
neural-backed-decision-trees alvinwan
131
619
mit
17
Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet
cifar10 pytorch cifar100 imagenet tiny-imagenet decision-trees explainability neural-networks interpretability pretrained-models pretrained-weights image-classification neural-backed-decision-trees
Created 2020-03-20
830 commits to master branch, last one 3 years ago
google
yggdrasil-decision-forests google
59
562
apache-2.0
14
A library to train, evaluate, interpret, and productionize decision forest models such as Random Forest and Gradient Boosted Decision Trees.
go ml cli cpp cart pypi python javascript tensorflow random-forest decision-trees decision-forest interpretability machine-learning gradient-boosting distributed-computing
Created 2021-04-22
1,124 commits to main branch, last one a day ago
mljar
supertree mljar
17
491
agpl-3.0
6
Visualize decision trees in Python
xgboost lightgbm random-forest decision-trees
Created 2024-07-24
121 commits to main branch, last one about a month ago
serengil
chefboost serengil
101
475
mit
16
A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4.5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical ...
gbm id3 cart gbdt gbrt kaggle python adaboost c45-trees data-mining data-science random-forest decision-trees regression-tree machine-learning gradient-boosting categorical-features gradient-boosting-machine gradient-boosting-machines
Created 2019-03-06
405 commits to master branch, last one 24 days ago
dmitryikh
leaves dmitryikh
76
439
mit
15
pure Go implementation of prediction part for GBRT (Gradient Boosting Regression Trees) models from popular frameworks
go golang xgboost boosting lightgbm decision-trees machine-learning
Created 2018-09-15
149 commits to master branch, last one about a year ago
siboehm
lleaves siboehm
33
414
mit
9
Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.
llvm python lightgbm decision-trees machine-learning gradient-boosting
Created 2021-04-27
292 commits to master branch, last one 4 months ago
Skylark0924
Machine-Learning-is-ALL-You-Need Skylark0924
94
409
unknown
10
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
dqn gan ppo ddpg lstm trpo keras resnet pytorch qlearning tensorflow actor-critic random-forest decision-trees logistic-regression k-nearest-neighbours naive-bayes-classifier support-vector-machine deep-reinforcement-learning convolutional-neural-networks
Created 2020-04-02
130 commits to master branch, last one about a year ago
mdabros
SharpLearning mdabros
86
393
mit
37
Machine learning for C# .Net
csharp dotnet machine metrics adaboost learning opensource neural-nets deep-learning random-forest decision-trees cross-validation machine-learning ensemble-learning gradient-boosting-machine
Created 2017-02-14
618 commits to master branch, last one 2 months ago
RGF-team
rgf RGF-team
58
381
unknown
17
Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one written in C++, along with various language-specific wrappers.
ml rgf kaggle decision-trees ensemble-model decision-forest machine-learning regularized-greedy-forest
Created 2016-06-08
484 commits to master branch, last one 3 years ago
cerlymarco
linear-tree cerlymarco
56
373
mit
12
A python library to build Model Trees with Linear Models at the leaves.
tree model-trees scikit-learn boosting-tree linear-models random-forest decision-trees machine-learning
Created 2021-03-27
30 commits to main branch, last one 2 years ago
jmartinezheras
2018-MachineLearning-Lectures-ESA jmartinezheras
147
358
unknown
31
Machine Learning Lectures at the European Space Agency (ESA) in 2018
pca tf-idf lectures clustering text-mining deep-learning random-forest decision-trees lecture-slides lecture-videos neural-network topic-modeling machinelearning lecture-material machine-learning anomaly-detection linear-regression support-vector-machines
Created 2018-06-25
55 commits to master branch, last one about a year ago
fukuball
fuku-ml fukuball
74
282
mit
23
Simple machine learning library / 簡單易用的機器學習套件
svm perceptron regression classification decision-trees neural-network machine-learning linear-regression logistic-regression support-vector-machines
Created 2016-01-15
235 commits to master branch, last one 6 years ago
aws-samples
aws-machine-learning-university-dte aws-samples
90
251
other
19
Machine Learning University: Decision Trees and Ensemble Methods
xgboost boosting catboost lightgbm tabular-data random-forest decision-trees machine-learning
Created 2020-12-18
21 commits to main branch, last one about a year ago
RuleBasedIntegration
Rubi RuleBasedIntegration
26
245
mit
13
Rubi for Mathematica
mathematica decision-trees integration-rules symbolic-integration
Created 2018-05-30
99 commits to master branch, last one about a year ago
rolkra
explore rolkra
28
235
other
9
R package that makes basic data exploration radically simple (interactive data exploration, reproducible data science)
r eda tidy shiny rmarkdown decision-trees data-exploration data-visualisation
Created 2018-04-06
594 commits to master branch, last one 24 days ago
arnaldog12
Machine_Learning arnaldog12
62
223
mit
22
Estudo e implementação dos principais algoritmos de Machine Learning em Jupyter Notebooks.
knn kmeans python adaboost regression naive-bayes decision-trees neural-network machine-learning feature-selection linear-regression logistic-regression polynomial-regression multilinear-regression redes-neurais-artificiais machine-learning-algorithms linear-discriminant-analysis principal-component-analysis
Created 2017-05-17
69 commits to master branch, last one 2 years ago
rojaAchary
30-Days-of-ML-Kaggle rojaAchary
63
190
mit
4
Machine learning beginner to Kaggle competitor in 30 days. Non-coders welcome. The program starts Monday, August 2, and lasts four weeks. It's designed for people who want to learn machine learning.
numpy kaggle pandas python project python3 xgboost hands-on programming data-science optimization scikit-learn decision-trees gradient-descent jupyter-notebook machine-learning
Created 2021-08-15
39 commits to main branch, last one 3 years ago
milaan9
Machine_Learning_Algorithms_from_Scratch milaan9
179
189
mit
1
This repository explores the variety of techniques and algorithms commonly used in machine learning and the implementation in MATLAB and PYTHON.
data-science random-forest tutor-milaan9 decision-trees error-functions machine-learning fitting-algorithm matlab4datascience python4datascience frequentist-methods dynamic-time-warping gaussian-naive-bayes naive-bayes-classifier machine-learning-matlab machine-learning-python value-iteration-algorithm machine-learning-algorithms singular-value-decomposition
Created 2020-09-09
93 commits to master branch, last one 2 years ago