81 results found Sort:

Avik-Jain
100-Days-Of-ML-Code Avik-Jain
10.4k
43.7k
mit
2.4k
100 Days of ML Coding
svm python tutorial siraj-raval infographics scikit-learn 100daysofcode deep-learning implementation linear-algebra machine-learning linear-regression logistic-regression 100-days-of-code-log siraj-raval-challenge naive-bayes-classifier support-vector-machines machine-learning-algorithms
Created 2018-07-05
109 commits to master branch, last one 3 years ago
rasbt
python-machine-learning-book rasbt
4.4k
12.2k
mit
805
The "Python Machine Learning (1st edition)" book code repository and info resource
python data-mining data-science scikit-learn neural-network machine-learning logistic-regression machine-learning-algorithms
Created 2015-08-07
534 commits to master branch, last one about a year ago
BinRoot
TensorFlow-Book BinRoot
1.2k
4.5k
mit
299
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
book clustering regression tensorflow autoencoder classification machine-learning linear-regression logistic-regression reinforcement-learning convolutional-neural-networks
Created 2016-03-06
110 commits to master branch, last one 4 years ago
BoltzmannEntropy
interviews.ai BoltzmannEntropy
295
4.5k
unknown
52
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers...
jax jobs python pytorch autograd data-science deep-learning loss-functions graduate-school machine-learning pytorch-tutorial ensemble-learning feature-extraction information-theory bayesian-statistics logistic-regression interview-preparation artificial-intelligence convolutional-neural-networks
Created 2021-09-30
70 commits to main branch, last one 2 years ago
zotroneneis
machine_learning_basics zotroneneis
825
4.2k
mit
164
Plain python implementations of basic machine learning algorithms
k-nn ipynb kmeans python python3 algorithm perceptron neural-network neural-networks machine-learning linear-regression k-nearest-neighbor logistic-regression k-nearest-neighbours python-implementations machine-learning-algorithms
Created 2018-02-19
135 commits to master branch, last one 10 days ago
susanli2016
Machine-Learning-with-Python susanli2016
4.8k
4.2k
unknown
271
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 about a year ago
greyhatguy007
Machine-Learning-Specialization-Coursera greyhatguy007
1.9k
2.9k
mit
30
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
138 commits to main branch, last one 5 months ago
kk7nc
Text_Classification kk7nc
546
1.8k
mit
74
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
228 commits to master branch, last one about a year ago
justmarkham
DAT8 justmarkham
1.1k
1.6k
unknown
113
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 8 years ago
benedekrozemberczki
awesome-fraud-detection-papers benedekrozemberczki
297
1.6k
cc0-1.0
75
A curated list of data mining papers about fraud detection.
churn classifier data-mining data-science deep-learning fraud-checker random-forest classification credit-scoring fraud-explorer fraud-detection link-prediction fraud-management fraud-prevention credit-card-fraud gradient-boosting logistic-regression graph-classification credit-card-validation credit-card-fraud-detection
Created 2019-05-27
175 commits to master branch, last one 2 months ago
nsoojin
coursera-ml-py nsoojin
480
1.4k
mit
45
Python programming assignments for Machine Learning by Prof. Andrew Ng in Coursera
python-ml neural-network numpy-exercises andrew-ng-course anomaly-detection andrew-ng-ml-course logistic-regression machine-learning-ex1 support-vector-machines coursera-machine-learning andrew-ng-machine-learning principal-component-analysis
Created 2017-03-21
13 commits to master branch, last one 3 years ago
ibrahimjelliti
Deeplearning.ai-Natural-Language-Processing-Specialization ibrahimjelliti
492
704
gpl-3.0
30
This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning...
nlp neural coursera naive-bayes deep-learning specialization deeplearning-ai encoder-decoder neural-networks sequence-models machine-learning attention-mechanism logistic-regression probabilistic-models
Created 2020-06-17
131 commits to master branch, last one 2 years ago
nishitpatel01
Fake_News_Detection nishitpatel01
343
513
mit
27
Fake News Detection in Python
python fake-news text-mining text-analysis classification svm-classifier fakenewsdetection logistic-regression text-classification
Created 2017-11-18
158 commits to master branch, last one 2 years ago
abess-team
abess abess-team
41
442
other
8
Fast Best-Subset Selection Library
r python scikit-learn cox-regression machine-learning feature-selection linear-regression multitask-learning ordinal-regression poisson-regression logistic-regression polynomial-algorithm best-subset-selection high-dimensional-data classification-algorithm sure-independence-screening principal-component-analysis robust-principal-component-analysis sparse-principal-component-analysis
Created 2020-12-20
2,747 commits to master branch, last one 2 days ago
Skylark0924
Machine-Learning-is-ALL-You-Need Skylark0924
87
374
unknown
11
🔥🌟《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 9 months ago
andreiapostoae
dota2-predictor andreiapostoae
82
366
mit
39
Tool that predicts the outcome of a Dota 2 game using Machine Learning
dota dota2 gaming prediction neural-network machine-learning logistic-regression
Created 2017-06-19
96 commits to master branch, last one 5 years ago
srafay
Machine_Learning_A-Z srafay
195
364
unlicense
15
Learning to create Machine Learning Algorithms
kernel-svm datascience dataprocessing k-means-clustering k-nearest-neighbors logistic-regression machine-learning-az multiple-regression polynomial-regression naive-bayes-classifier support-vector-machine random-forest-regressor decision-tree-classifier decision-tree-regression random-forest-classifier simple-linear-regression support-vector-regression classification-algorithims machine-learning-algorithms k-means-implementation-in-python
Created 2017-08-22
32 commits to master branch, last one 2 years ago
tsuirak
deeplearning.ai tsuirak
115
356
mit
3
该存储库包含由deeplearning.ai提供的相关课程的个人的笔记和实现代码。
keras k-means coursera andrew-ng naive-bayes tensorflow2 deep-learning svm-classifier keras-tensorflow machine-learning natural-language linear-regression logistic-regression
Created 2020-07-01
69 commits to master branch, last one 3 years ago
kanyun-inc
ytk-learn kanyun-inc
76
347
mit
36
Ytk-learn is a distributed machine learning library which implements most of popular machine learning algorithms(GBDT, GBRT, Mixture Logistic Regression, Gradient Boosting Soft Tree, Factorization Mac...
gbm gbdt spark hadoop distributed machine-learning logistic-regression factorization-machines
Created 2017-05-17
102 commits to master branch, last one 4 years ago
primaryobjects
voice-gender primaryobjects
101
337
unknown
37
Gender recognition by voice and speech analysis
ai vocal voice gender signal speech data-science neural-network machine-learning gender-recognition acoustic-properties logistic-regression artificial-intelligence
Created 2016-06-09
88 commits to master branch, last one about a year ago
bwaldvogel
liblinear-java bwaldvogel
184
306
bsd-3-clause
35
Java version of LIBLINEAR
svm java liblinear logistic-regression
Created 2008-10-20
336 commits to main branch, last one 2 years ago
GavinHacker
recsys_core GavinHacker
80
304
mit
10
[推荐系统] Based on the scoring data set, the recommendation system is built with FM and LR as the core(基于评分数据集，构建以FM和LR为核心的推荐系统).
libfm machine-learning logistic-regression recommendation-system
Created 2019-01-30
23 commits to master branch, last one 2 years ago
fukuball
fuku-ml fukuball
75
281
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 5 years ago
PacktWorkshops
The-Python-Workshop PacktWorkshops
354
249
mit
32
A New, Interactive Approach to Learning Python
types python pytorch structure algorithms data-science gridsearchcv random-forests machine-learning linear-regression randomizedsearchcv logistic-regression
Created 2019-10-08
205 commits to master branch, last one 6 months ago
Suji04
ML_from_Scratch Suji04
223
247
unknown
6
Implementation of basic ML algorithms from scratch in python...
python knn-algorithm youtube-channel gradient-descent linear-regression k-means-clustering logistic-regression decision-tree-classifier decision-tree-regression stochastic-gradient-descent
Created 2019-03-11
36 commits to master branch, last one 3 years ago
luopeixiang
textclf luopeixiang
39
230
mit
6
TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型，通过简单配置即可完成数据处理、模型训练、测试等过程。
svm bert drnn dpcnn glove pytorch textcnn textrnn word2vec configurable neuralclassifier sklearn-classify sentiment-analysis logistic-regression cnn-text-classification document-classification lstm-text-classification
Created 2019-03-24
18 commits to master branch, last one 2 years ago
sarnthil
unify-emotion-datasets sarnthil
45
217
mit
9
A Survey and Experiments on Annotated Corpora for Emotion Classification in Text
nlp datasets aggregation emotion-analysis emotion-recognition logistic-regression emotion-classification
Created 2018-06-26
49 commits to master branch, last one 2 years ago
quocviethere
Coursera-Machine-Learning-Specialization quocviethere
150
217
unknown
3
2022 Coursera Machine Learning Specialization Optional Labs and Programming Assignments
xgboost tensorflow decision-trees tree-ensembles gradient-descent linear-regression logistic-regression recommender-systems supervised-learning artificial-neural-network
Created 2021-12-24
127 commits to main branch, last one about a year ago
hiroyuki-kasai
SGDLibrary hiroyuki-kasai
86
210
mit
19
MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20
sgd svrg matlab big-data gradient optimization quasi-newton classification newtons-method online-learning machine-learning linear-regression variance-reduction logistic-regression softmax-classification optimization-algorithms gradient-descent-algorithm machine-learning-algorithms stochastic-gradient-descent stochastic-optimization-algorithms
Created 2016-10-26
133 commits to master branch, last one about a year ago
pmaji
data-science-toolkit pmaji
42
210
unknown
9
Collection of stats, modeling, and data science tools in Python and R.
r python ggplot2 modeling tidyverse regression statistics data-mining data-science econometrics classification machine-learning data-visualization hypothesis-testing kolmogorov-smirnov logistic-regression statistical-analysis reinforcement-learning distributional-analysis natural-language-processing
Created 2018-03-05
418 commits to master branch, last one about a year ago