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Top 354 scikit-learn open source projects

scikit-learn

به فارسی، برای مشارکت scikit-learn

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CSS HTML javascript machine-learning scikit-learn sklearn

kdd99-scikit

Solutions to kdd99 dataset with Decision tree and Neural network by scikit-learn

✭ 50

python scikit-learn intrusion-detection mlp confusion-matrix decision-tree kdd99

sklearn-audio-classification

An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, and cross-validation with a variety of ML techniques and MLP

✭ 31

Jupyter Notebook audio machine-learning deep-neural-networks scikit-learn sklearn emotion classification audio-data feature-engineering deep-learning-tutorial model-evaluation emotion-detection emotion-recognition machine-learning-tutorials mlp-model ravdess-dataset dnns

vector space modelling

NLP in python Vector Space Modelling and document classification NLP

✭ 16

Jupyter Notebook nlp machine-learning word2vec scikit-learn vector-space-model document-classification

mash 2016 sklearn intro

Material for the MASH course on introduction to scikit-learn

✭ 16

Jupyter Notebook python machine-learning tutorial scikit-learn notebooks

books

A collection of online books for data science, computer science and coding!

✭ 29

Jupyter Notebook HTML python java typescript Dockerfile docker computer-science data-science books spark scikit-learn sphinx tutorials coder software software-engineering software-development scratch

abess

Fast Best-Subset Selection Library

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C++r python Cuda c CMake machine-learning linear-regression scikit-learn high-dimensional-data principal-component-analysis classification-algorithm polynomial-algorithm best-subset-selection

A-Detector

⭐ An anomaly-based intrusion detection system.

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python HTML C++c Jupyter Notebook TeX jquery flask security machine-learning csv scikit-learn plotly pandas wireshark network-analysis anomaly-detection pcap-analyzer isolation-forest

osprey

🦅Hyperparameter optimization for machine learning pipelines 🦅

✭ 71

python shell TeX machine-learning optimization scikit-learn models cross-validation hyperparameter-optimization pretty-logo

IBM-final-project-Machine-Learning

Final project of IBM's course https://www.coursera.org/learn/machine-learning-with-python on coursera

✭ 33

Jupyter Notebook machine-learning scikit-learn coursera logistic-regression ibm decision-trees svm-classifier knn-classifier

playground

A Streamlit application to play with machine learning models directly from the browser

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python CSS shell machine-learning scikit-learn sklearn webapp heroku-deployment machine-learning-tutorials playgound classification-algorithms streamlit

doubleml-for-py

DoubleML - Double Machine Learning in Python

✭ 129

python data-science machine-learning statistics scikit-learn econometrics causal-inference double-machine-learning

Football Prediction Project

This project will pull past game data from api-football, and use these statistics to predict the outcome of future premier league matches through machine learning.

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python HTML CSS flask machine-learning scikit-learn football premier-league football-prediction

ray tutorial

An introductory tutorial about leveraging Ray core features for distributed patterns.

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Jupyter Notebook Dockerfile distributed-systems scikit-learn sharding profiling ray futures pattern-language task-parallelism actor-pattern rllib ray-tutorial introductory-tutorial

kaggle-titanic

Titanic assignment on Kaggle competition

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Jupyter Notebook machine-learning scikit-learn kaggle-titanic

machine-learning-capstone-project

This is the final project for the Udacity Machine Learning Nanodegree: Predicting article retweets and likes based on the title using Machine Learning

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Jupyter Notebook machine-learning anaconda scikit-learn pandas matplotlib

five-minute-midas

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python heroku flask machine-learning scikit-learn pandas sqlite3 mlflow streamlit

dbt-ml-preprocessing

A SQL port of python's scikit-learn preprocessing module, provided as cross-database dbt macros.

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python Makefile bigquery scikit-learn snowflake redshift dbt

centrifuge-toolkit

Tool for visualizing and empirically analyzing information encoded in binary files

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Jupyter Notebook python machine-learning statistics scikit-learn data-visualization seaborn cluster-analysis dbscan isadetect

NimbusML-Samples

Samples for NimbusML, a Python machine learning package providing simple interoperability between ML.NET and scikit-learn components.

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Batchfile python data-science machine-learning scikit-learn ml mlnet nimbusml

DS-Cookbook101

A jupyter notebook having all most frequent used code snippet for daily data scienceoperations

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Jupyter Notebook scikit-learn jupyter-notebook pandas seaborn snippet

dataquest-guided-projects-solutions

My dataquest project solutions

✭ 35

Jupyter Notebook python scikit-learn jupyter-notebook pandas data-analysis matplotlib

Machine-learning-toolkits-with-python

Machine learning toolkits with Python

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Jupyter Notebook python bootstrap machine-learning metrics scikit-learn evaluation cross-validation ensemble ensemble-learning roc grid-search

converse

Conversational text Analysis using various NLP techniques

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Jupyter Notebook python nlp machine-learning text-mining sentiment-analysis text scikit-learn nlu transformers pytorch spacy topic-modeling speech-to-text emotion-recognition conversational-ai huggingface callcenter-analysis

mloperator

Machine Learning Operator & Controller for Kubernetes

✭ 85

go Makefile shell Dockerfile kubernetes machine-learning spark deep-learning mxnet notebook tensorflow scikit-learn mpi keras pytorch xgboost tensorboard k8s dask kubernetes-operator mlops

sklearn-oblique-tree

a python interface to OC1 and other oblique decision tree implementations

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c python Makefile scikit-learn decision-tree oblique-decision-tree oc1 oblique-classifier-1 cart-linear-combinations

ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

✭ 40,023

Jupyter Notebook python HTML Vue javascript Dockerfile education data-science machine-learning scikit-learn machine-learning-algorithms ml machinelearning machinelearning-python scikit-learn-python

How-to-score-0.8134-in-Titanic-Kaggle-Challenge

Solution of the Titanic Kaggle competition

✭ 114

Jupyter Notebook visualization machine-learning tutorial jupyter random-forest scikit-learn exploratory-data-analysis data-visualization kaggle kaggle-titanic gridsearch

ICC-2019-WC-prediction

Predicting the winner of 2019 cricket world cup using random forest algorithm

✭ 41

Jupyter Notebook machine-learning algorithms random-forest scikit-learn jupyter-notebook artificial-intelligence cricket logistic-regression support-vector-machines knn-classification worldcup2019

PyRCN

A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.

✭ 39

python CSS machine-learning scikit-learn reservoir-computing extreme-learning-machine echo-state-network

machine learning examples

machine_learning_examples

✭ 68

HTML python learning machine scikit-learn kaniyam

regression-stock-prediction

Predicting Google’s stock price using regression

✭ 54

python svm scikit-learn regression stock-prices

pyclustertend

A python package to assess cluster tendency

✭ 38

python data-science machine-learning statistics clustering scikit-learn vat cluster-analysis hopkins visual-assessment-cluster-tendency clustertendency cluster-tendency ivat

scikit-learn.net

Machine Learning in .NET Core.

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C#machine-learning algorithm scikit-learn

nyc-2018-scikit-sprint

NYC scikit-learn sprint (Sep 2018)

✭ 16

open-source scikit-learn sprint-planning

introduction to ml with python

도서 "[개정판] 파이썬 라이브러리를 활용한 머신 러닝"의 주피터 노트북과 코드입니다.

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machine-learning deep-learning numpy scikit-learn pandas scipy matplotlib

topometry

A comprehensive dimensional reduction framework to recover the latent topology from high-dimensional data.

✭ 64

python visualization data-science machine-learning clustering graphs scikit-learn data-visualization information-visualization dimensionality-reduction topology-visualiztion dimension-reduction topological-data-analysis knowledge-representation topology-optimization single-cell-genomics single-cell-analysis single-cell-omics data-topology

nba-analysis

Using machine learning libraries to analyze NBA data

✭ 14

HTML python javascript CSS d3 nba machine-learning statistics scikit-learn

Quora question pairs NLP Kaggle

Quora Kaggle Competition : Natural Language Processing using word2vec embeddings, scikit-learn and xgboost for training

✭ 17

Jupyter Notebook python nlp tensorflow scikit-learn xgboost nlp-machine-learning quora-question-pairs

Deploy-machine-learning-model

Dockerize and deploy machine learning model as REST API using Flask

✭ 61

python Dockerfile shell docker machine-learning deployment rest-api scikit-learn flask-restful

datascienv

datascienv is package that helps you to setup your environment in single line of code with all dependency and it is also include pyforest that provide single line of import all required ml libraries

✭ 53

python data-science numpy scikit-learn pandas seaborn xgboost lightgbm matplotlib imbalanced-data catboost tensorflow2 pycaret datascienv data-science-env

MachineLearning

Implementations of machine learning algorithm by Python 3

✭ 16

Jupyter Notebook python machine-learning neural-network tensorflow scikit-learn machine-learning-algorithms lstm pca-analysis pca gaussian-mixture-models mlp perceptron kmeans decision-trees gmm hmm-viterbi-algorithm perceptron-learning-algorithm fastmap

machine learning

A gentle introduction to machine learning: data handling, linear regression, naive bayes, clustering

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Jupyter Notebook data-science data machine-learning linear-regression scikit-learn nearest-neighbors

kmeans-dbscan-tutorial

A clustering tutorial with scikit-learn for beginners.

✭ 20

HTML Jupyter Notebook tutorial scikit-learn ipython-notebook kmeans clustering-algorithm dbscan

handson-ml

도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.

✭ 285

machine-learning deep-neural-networks reinforcement-learning deep-learning neural-network random-forest tensorflow svm scikit-learn recurrent-neural-networks xgboost autoencoder ensemble-learning gradient-boosting

clinica

Software platform for clinical neuroimaging studies

✭ 153

python matlab machine-learning scikit-learn neuroscience neuroimaging spm fsl ants freesurfer bids-format mrtrix3 brainweb

nyc-2019-scikit-sprint

NYC WiMLDS scikit-learn open source sprint (Aug 24, 2019)

✭ 28

diversity machine-learning opensource scikit-learn datascience women-in-tech

text-classification-cn

中文文本分类实践，基于搜狗新闻语料库，采用传统机器学习方法以及预训练模型等方法

✭ 81

python nlp machine-learning deep-learning text-classification svm word2vec naive-bayes scikit-learn keras corpus cnn logistic-regression tf-idf sogou embedding pretrained text-cnn keras-cnn embedding-layers

spot price machine learning

Machine Learning for Spot Prices

✭ 25

Jupyter Notebook aws machine-learning scikit-learn jupyter-notebook pandas price click spot-instances knn spot ecu spot-price

PracticalMachineLearning

A collection of ML related stuff including notebooks, codes and a curated list of various useful resources such as books and softwares. Almost everything mentioned here is free (as speech not free food) or open-source.

data-science-learning

📊 All of courses, assignments, exercises, mini-projects and books that I've done so far in the process of learning by myself Machine Learning and Data Science.

✭ 32