🔥🌟《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!

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python pytorch tensorflow keras convolutional-neural-networks gan lstm deep-reinforcement-learning resnet dqn logistic-regression random-forest ppo actor-critic ddpg decision-trees trpo

Deep Math Machine Learning.ai

A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.

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jupyter-notebook machine-learning tensorflow natural-language-processing deep-neural-networks neural-networks word2vec gans logistic-regression linear-regression q-learning

Data Science Toolkit

Collection of stats, modeling, and data science tools in Python and R.

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python r html machine-learning data-science natural-language-processing reinforcement-learning data-visualization statistics classification data-mining regression ggplot2 modeling logistic-regression tidyverse statistical-analysis

Unify Emotion Datasets

A Survey and Experiments on Annotated Corpora for Emotion Classification in Text

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python nlp datasets logistic-regression

Machine learning

Estudo e implementação dos principais algoritmos de Machine Learning em Jupyter Notebooks.

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python jupyter-notebook machine-learning neural-network machine-learning-algorithms regression logistic-regression linear-regression decision-trees kmeans

Machine Learning Models

Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means

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matlab neural-network machine-learning-algorithms logistic-regression random-forest supervised-learning linear-regression decision-trees kmeans

Amazon Product Recommender System

Sentiment analysis on Amazon Review Dataset available at http://snap.stanford.edu/data/web-Amazon.html

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python jupyter-notebook lstm sentiment-analysis recommender-system logistic-regression

Tidyversity

🎓 Tidy tools for academics

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r statistics rstats analysis research science regression logistic-regression tidyverse academic

The Python Workshop

A New, Interactive Approach to Learning Python

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Python Machine Learning Book

The "Python Machine Learning (1st edition)" book code repository and info resource

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Jupyter Notebook machine-learning data-science neural-network scikit-learn data-mining machine-learning-algorithms logistic-regression

Mylearn

machine learning algorithm

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log svm logistic-regression crf linear-regression dnn cart

Ml Fraud Detection

Credit card fraud detection through logistic regression, k-means, and deep learning.

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Dat8

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

Isl Python

Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.

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jupyter-notebook machine-learning bootstrap logistic-regression random-forest supervised-learning linear-regression pca lda

Mnist Classification

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）

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Machine learning a Z

Learning to create Machine Learning Algorithms

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python machine-learning-algorithms datascience logistic-regression

Textclf

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。

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python pytorch sentiment-analysis word2vec svm logistic-regression glove

Sign Language Recognition

✌️ 👌 ✊ 📷 Sign Language Recognition using Python

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python machine-learning image-processing opencv logistic-regression

Fwumious wabbit

Fwumious Wabbit, fast on-line machine learning toolkit written in Rust

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rust machine-learning logistic-regression factorization-machines online-learning

Text classification

Text Classification Algorithms: A Survey

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Spark Gbtlr

Hybrid model of Gradient Boosting Trees and Logistic Regression (GBDT+LR) on Spark

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scala spark logistic-regression

Ml code

A repository for recording the machine learning code

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Deeplearning

Deep Learning From Scratch

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jupyter-notebook deep-learning machine-learning tutorial mnist logistic-regression linear-regression backpropagation

Coursera Ml Py

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

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python neural-network anomaly-detection logistic-regression

Ds and ml projects

Data Science & Machine Learning projects and tutorials in python from beginner to advanced level.

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python jupyter-notebook machine-learning tensorflow data-science keras opencv data-visualization pandas scikit-learn machine-learning-algorithms matplotlib keras-tensorflow logistic-regression linear-regression

25daysinmachinelearning

I will update this repository to learn Machine learning with python with statistics content and materials

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python python3 jupyter-notebook machine-learning data-science statistics numpy machine-learning-algorithms machinelearning logistic-regression random-forest linear-regression

Brihaspati

Collection of various implementations and Codes in Machine Learning, Deep Learning and Computer Vision ✨💥

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jupyter-notebook deep-learning machine-learning computer-vision neural-network artificial-intelligence artificial-neural-networks logistic-regression linear-regression

Zfverify

正方验证码识别工具提供多种方式

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python machine-learning logistic-regression

Dist Lr

A distributed logistic regression system based on ps-lite.

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logistic-regression

The Deep Learning With Keras Workshop

An Interactive Approach to Understanding Deep Learning with Keras

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jupyter-notebook machine-learning tensorflow keras classification scikit-learn regression artificial-neural-networks logistic-regression decision-trees hyperparameter-tuning

Uc Davis Cs Exams Analysis

📈 Regression and Classification with UC Davis student quiz data and exam data

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A set of machine learning experiments in Clojure

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clojure logistic-regression linear-regression

100 Days Of Ml Code

100 Days of ML Coding

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Awesome Fraud Detection Papers

A curated list of data mining papers about fraud detection.

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python deep-learning data-science classification data-mining logistic-regression random-forest classifier gradient-boosting

Learning Python Predictive Analytics

Tracking, notes and programming snippets while learning predictive analytics

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python dataset logistic-regression linear-regression

Jsmlt

🏭 JavaScript Machine Learning Toolkit

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javascript machine-learning classification javascript-library svm logistic-regression random-forest

Text Classification Benchmark

文本分类基准测试

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python machine-learning text-classification xgboost svm logistic-regression random-forest lightgbm

Tensorflow Book

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

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

Deeplearning.ai Natural Language Processing Specialization

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

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jupyter-notebook deep-learning machine-learning nlp neural-networks attention-mechanism coursera logistic-regression encoder-decoder neural

Tensorflow Ios Example

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

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

Ytk Learn

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 Machines, Field-aware Factorization Machines, Logistic Regression, Softmax).

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java machine-learning spark distributed hadoop logistic-regression factorization-machines

Machine learning basics

Plain python implementations of basic machine learning algorithms

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

Dota2 Predictor

Tool that predicts the outcome of a Dota 2 game using Machine Learning

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Liblinear Java

Java version of LIBLINEAR

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java svm logistic-regression

Fuku Ml

Simple machine learning library / 簡單易用的機器學習套件

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python machine-learning neural-network classification regression svm logistic-regression linear-regression decision-trees

Machine Learning With Python

Python code for common Machine Learning Algorithms

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

Kickstarter-Anticipator

The main aim of this project is to tell that the certain project will be successful or it will fail by applying machine learning algorithm. In this , LOGISTIC REGRESSION is used to determine the success of the project by splitting the data into training and testing models and predicting a successful one.

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Jupyter Notebook python regression logistic-regression regression-algorithms regression-analysis

GARD

Generalized Analog Regression Downscaling (GARD) code

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fortran python Makefile analog climate regression logistic-regression downscaling

Ftrl-FFM

Field-aware factorization machine (FFM) with FTRL

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C++python optimization logistic-regression fm ftrl online-learning ffm

Credit

An example project that predicts risk of credit card default using a Logistic Regression classifier and a 30,000 sample dataset.