logistic-regression

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 will find it fascinating as well.

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UpdatedAug 22, 2025

susanli2016 /Machine-Learning-with-Python

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Python code for common Machine Learning Algorithms

random-forest svm linear-regression naive-bayes-classifier pca logistic-regression decision-trees lda polynomial-regression kmeans-clustering hierarchical-clustering svr knn-classification xgboost-algorithm

UpdatedJun 5, 2025
Jupyter Notebook

BinRoot /TensorFlow-Book

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

machine-learning reinforcement-learning book clustering tensorflow linear-regression regression classification autoencoder logistic-regression convolutional-neural-networks

UpdatedMar 17, 2023
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zotroneneis /machine_learning_basics

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Plain python implementations of basic machine learning algorithms

python machine-learning algorithm neural-network linear-regression machine-learning-algorithms python3 ipynb neural-networks logistic-regression perceptron kmeans k-nearest-neighbours k-nn k-nearest-neighbor python-implementations

UpdatedJun 27, 2024
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kk7nc /Text_Classification

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Text Classification Algorithms: A Survey

deep-learning random-forest text-classification recurrent-neural-networks naive-bayes-classifier dimensionality-reduction logistic-regression document-classification convolutional-neural-networks text-processing decision-trees boosting-algorithms support-vector-machines hierarchical-attention-networks nlp-machine-learning conditional-random-fields k-nearest-neighbours deep-belief-network rocchio-algorithm deep-neural-network

UpdatedApr 1, 2025
Python

benedekrozemberczki /awesome-fraud-detection-papers

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A curated list of data mining papers about fraud detection.

classifier data-science data-mining deep-learning random-forest credit-card-fraud classification fraud-management logistic-regression fraud-prevention credit-scoring churn link-prediction fraud-detection gradient-boosting fraud-checker graph-classification credit-card-validation credit-card-fraud-detection fraud-explorer

UpdatedMar 16, 2024
Python

justmarkham /DAT8

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General Assembly's 2015 Data Science course in Washington, DC

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UpdatedJun 5, 2024
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nsoojin /coursera-ml-py

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Python programming assignments for Machine Learning by Prof. Andrew Ng in Coursera

neural-network logistic-regression support-vector-machines coursera-machine-learning principal-component-analysis numpy-exercises anomaly-detection machine-learning-ex1 andrew-ng-course python-ml andrew-ng-machine-learning andrew-ng-ml-course

UpdatedSep 2, 2020
Python

rust0258 /Deeplearning.ai-Natural-Language-Processing-Specialization

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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.ai

nlp machine-learning deep-learning naive-bayes coursera neural-networks logistic-regression attention-mechanism neural specialization probabilistic-models encoder-decoder sequence-models deeplearning-ai

UpdatedJun 28, 2021
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nishitpatel01 /Fake_News_Detection

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Fake News Detection in Python

python text-mining text-classification text-analysis classification logistic-regression fake-news svm-classifier fakenewsdetection

UpdatedAug 9, 2023
Jupyter Notebook

abess-team /abess

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Fast Best-Subset Selection Library

python machine-learning r linear-regression scikit-learn high-dimensional-data feature-selection logistic-regression cox-regression principal-component-analysis classification-algorithm ordinal-regression poisson-regression sure-independence-screening multitask-learning sparse-principal-component-analysis robust-principal-component-analysis polynomial-algorithm best-subset-selection

UpdatedDec 6, 2025
C++

zhengyima /mnist-classification

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Pytorch、Scikit-learn实现多种分类方法，包括逻辑回归（Logistic Regression）、多层感知机（MLP）、支持向量机（SVM）、K近邻（KNN）、CNN、RNN，极简代码适合新手小白入门，附英文实验报告（ACM模板）

machine-learning deep-learning svm scikit-learn cnn python3 pytorch mnist rnn mnist-classification logistic-regression mlp knn

UpdatedOct 16, 2020
Python

hollance /TensorFlow-iOS-Example

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Source code for my blog post "Getting started with TensorFlow on iOS"

ios machine-learning metal tensorflow voice-recognition logistic-regression

UpdatedMar 6, 2017
Swift

Skylark0924 /Machine-Learning-is-ALL-You-Need

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🔥🌟《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!