scikit-learn | Ecosyste.ms: Awesome

https://github.com/tirthajyoti/mlr

Multiple linear regression with statistical inference, residual analysis, direct CSV loading, and other features

analytics data-analytics data-science linear-regression machine-learning modeling predictive-modeling python regression scikit-learn statiscal-learning statistical-analysis statistics

Last synced: 12 Oct 2024

https://github.com/centre-for-humanities-computing/tweetopic

Blazing fast topic modelling for short texts.

dirichlet-process-mixtures dmm gibbs-sampling gsdmm machine-learning mcmc nlp python scikit-learn topic-modeling tweet tweet-analysis visualization

Last synced: 18 Dec 2024

https://github.com/angristan/palette

Extract color palette from an image with k-means and k-NN // Project for the AI/ML class at Hanyang University

color-palette flask kmeans knn opencv pandas python scikit-learn

Last synced: 28 Oct 2024

https://github.com/crflynn/skgrf

scikit-learn compatible Python bindings for grf (generalized random forests) C++ random forest library

generalized-random-forest machine-learning random-forest scikit-learn

Last synced: 08 Nov 2024

https://github.com/maruedt/chemometrics

Python library for chemometric data analysis

chemometrics data-analysis ihm mcr mvda pca pls preprocessing python scikit-learn spectroscopy statistics

Last synced: 13 Oct 2024

https://github.com/lenguyenthedat/minimal-datascience

This repository contains all the code and dataset used in my blog series: Minimal Data Science

blog-series data-science kaggle machine-learning python scikit-learn xgboost

Last synced: 08 Nov 2024

https://github.com/the-strategy-unit/pxtextmining

Text classification of NHS patient feedback.

nhs-r-community patient-experience python scikit-learn

Last synced: 18 Nov 2024

https://github.com/revca-anai/anai

A to Z of ML

automation automl machine-learning machine-learning-algorithms python scikit-learn sklearn

Last synced: 13 Oct 2024

https://github.com/timzatko/sklearn-nature-inspired-algorithms

Nature-inspired algorithms for hyper-parameter tuning of Scikit-Learn models.

data-science hyper-parameter-optimization hyper-parameter-tuning nature-inspired-algorithms python scikit-learn

Last synced: 11 Oct 2024

https://github.com/laugustyniak/textlytics

Text processing library for sentiment analysis and related tasks

classification natural-language-processing nlp opinion-mining scikit-learn sentiment-analysis supervised-learning word-embeddings

Last synced: 18 Nov 2024

https://github.com/phanakata/ml_for_kirigami_design

Python package to model and to perform topology optimization for graphene kirigami using deep learning

convolutional-neural-networks deep-learning graphene lammps material-design scikit-learn tensorflow tensorflow-models topology-optimization

Last synced: 10 Oct 2024

https://github.com/ml-libs/mlserve

mlserve turns your python models into RESTful API, serves web page with form generated to match your input data.

machine-learning mlserve model-deployment model-serving scikit-learn

Last synced: 14 Oct 2024

https://github.com/steven2358/sklearn-matlab

Machine learning in Matlab using scikit-learn syntax

machine-learning matlab scikit-learn

Last synced: 13 Oct 2024

https://github.com/neuro-ml/reskit

A library for creating and curating reproducible pipelines for scientific and industrial machine learning

data-preparation grid-search pipeline prepare-data python reproducible-experiments reproducible-research scikit-learn

Last synced: 10 Nov 2024

https://github.com/vitorcarvalho67/barium

Cutting-edge Python software utilizing neural networks and machine learning for precise hand movement tracking

cnn-keras computer-vision cv2 deep-learning human-computer-interaction keras-neural-networks machine-learning mediapipe-hands open-source opencv scikit-learn virtual-mouse

Last synced: 02 Dec 2024

https://github.com/astrazeneca-cgr-publications/mantis-ml-release

mantis-ml: Stochastic semi-supervised learning to prioritise genes from high throughput genomic screens

auto-ml genomics keras machine-learning scikit-learn tensorflow

Last synced: 02 Nov 2024

https://github.com/zkan/intro-to-machine-learning

Introduction to Machine Learning

hacktoberfest machine-learning pandas python scikit-learn seaborn

Last synced: 19 Dec 2024

https://github.com/noahgift/spot_price_machine_learning

Machine Learning for Spot Prices

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

Last synced: 11 Oct 2024

https://github.com/csinva/disentangled-attribution-curves

Using / reproducing DAC from the paper "Disentangled Attribution Curves for Interpreting Random Forests and Boosted Trees"

ai artificial-intelligence boosting ensemble-model explainable-ai feature-engineering feature-importance interpretability machine-learning ml python random-forest random-forests scikit-learn statistics stats

Last synced: 22 Oct 2024

https://github.com/maxhalford/starboost

:star::rocket: Gradient boosting on steroids

gradient-boosting machine-learning python scikit-learn

Last synced: 22 Oct 2024

https://github.com/sylvchev/simple_esn

simple Echo State Networks integrated with scikit-learn

esn reservoir scikit-learn

Last synced: 13 Nov 2024

https://github.com/tslu1s/tsforecasting

TSForecasting: Automated Time Series Forecasting Framework

autogluon automated-forecasting automated-timeseries-forecasting automl automl-pipeline catboost data-science forecasting lightgbm machine-learning python scikit-learn timeseries timeseries-analysis timeseries-forecasting xgboost

Last synced: 09 Nov 2024

https://github.com/solygambas/mlops-projects

Hands-on MLOps projects to explore and learn the practical aspects of machine learning engineering for production.

docker fastapi google-cloud google-cloud-platform huggingface huggingface-transformers keras kubectl kubeflow kubernetes machine-learning mlops python scikit-learn tensorflow

Last synced: 27 Oct 2024

https://github.com/pyronear/pyro-risks

Data science for wildfire risk forecasting and monitoring

python3 scikit-learn wildfire-forecasting

Last synced: 19 Nov 2024

https://github.com/elisim/hydra-sklearn-pipelines

Code accompanying the blogpost: "Creating Configurable Data Pre-Processing Pipelines by Combining Hydra and Sklearn" by Eli Simhayev & Benjamin Bodner

data-science hydra machine-learning scikit-learn

Last synced: 22 Nov 2024

https://github.com/wardbrian/scikit-stan

A sklearn style interface to Stan regression models

python scikit-learn sklearn-compatible stan

Last synced: 31 Oct 2024

https://github.com/qinhanmin2014/tiny-sklearn

Tiny implementation of important algorithms in scikit-learn. Useful when understanding ML algorithms and scikit-learn.

machine-learning machine-learning-algorithms scikit-learn

Last synced: 22 Oct 2024

https://github.com/alexfrancow/cve-search

CVE-Search (name still in alpha), is a Machine Learning tool focused on the detection of exploits or proofs of concept in social networks such as Twitter, Github. It is also capable of doing related searches on Google, Yandex, DuckDuckGo on CVEs and detecting if the content may be a functional exploit, a proof of concept or simply information about the vulnerability.

cve exploits flask machine-learning nlp-machine-learning pandas poc postgresql python3 scikit-learn

Last synced: 20 Nov 2024

https://github.com/laactechnology/foxcross

AsyncIO serving for data science models

async data-science dataframe http machine-learning pandas python pytorch rest-api scikit-learn serving

Last synced: 10 Oct 2024

https://github.com/marcogdepinto/python-for-data-analysis-and-machine-learning

This repo contains the projects made for the course of Jose Portilla on Udemy.

analysis data-analysis deep-neural-networks exercise ipynb jupyter-notebook machine-learning numpy pandas python scikit-learn seaborn

Last synced: 11 Oct 2024

https://github.com/jancervenka/turbofan_failure

Aircraft engine failure prediction model

lstm prediction-model python scikit-learn svm tensorflow

Last synced: 06 Nov 2024

https://github.com/youngjeong46/hands-on-machine-learning

Machine learning practice based on the book Hands On Machine Learning with Scikit-Learn & Tensorflow by Aurelien Geron.

machine-learning scikit-learn tensorflow

Last synced: 28 Nov 2024

https://github.com/pysiakk/genetictree

Constructing decision trees with genetic algorithm with a scikit-learn inspired API

classification data-science evolutionary-algorithm genetic genetic-algorithm genetic-programming genetictree machine-learning python python-library scikit-learn tree

Last synced: 07 Nov 2024

https://github.com/aajanki/sequence-classification

Scikit-learn compatible sequence classifier

machine-learning scikit-learn sequence-classification

Last synced: 10 Nov 2024

https://github.com/yard1/hpbandster-sklearn

A scikit-learn wrapper for HpBandSter hyper parameter search.

automated-machine-learning automl bayesian-optimization hyperparameter-optimization hyperparameter-tuning machine-learning python scikit-learn sklearn

Last synced: 08 Nov 2024

https://github.com/chalmerlowe/machine_learning

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

data data-science linear-regression machine-learning nearest-neighbors python scikit-learn

Last synced: 12 Oct 2024

https://github.com/mind-the-pineapple/sklearn-rvm

An sklearn style implementation of the Relevance Vector Machine (RVM).

machine-learning relevance-vector-machine scikit-learn sklearn

Last synced: 10 Oct 2024

https://github.com/ksachdeva/scikit-nni

AutoML - Hyper parameters search for scikit-learn pipelines using Microsoft NNI

automl hyperparameter-search hyperparameters neural-network-intelligence nni scikit-learn scikit-learn-api sklearn sklearn-library tool

Last synced: 10 Oct 2024

https://github.com/vocalpy/hybrid-vocal-classifier

a Python machine learning library for animal vocalizations and bioacoustics

birdsong keras machine-learning python scikit-learn tensorflow

Last synced: 01 Nov 2024

https://github.com/medoidai/skrobot

skrobot is a Python module for designing, running and tracking Machine Learning experiments / tasks. It is built on top of scikit-learn framework.

artificial-intelligence data-science feature-engineering feature-selection hyperparameter-tuning machine-learning model-evaluation model-selection model-training model-tuning modelling predictive-modelling python scikit-learn

Last synced: 27 Oct 2024

https://github.com/durgeshsamariya/mlgenerator

MLgenerator is a web app which help you to generate machine learning starter code with ease.

beginner-code heroku machine-learning machine-learning-algorithms machine-learning-tutorials pyod scikit-learn starter-code starter-template streamlit-webapp template webapp

Last synced: 08 Nov 2024

https://github.com/mloning/intro-to-ml-with-time-series-dssgx-2020

Python tutorial on machine learning with time series for DSSGx 2020

machine-learning scikit-learn sktime time-series tutorial

Last synced: 22 Oct 2024

https://github.com/godfanmiao/ml-kaggle-github-2022

《 Python机器学习及实践：从零开始通往Kaggle竞赛之路（2022年度版）》全书数据和开源代码

paddlepaddle pandas pyspark python3 pytorch scikit-learn tensorflow2

Last synced: 08 Nov 2024

https://github.com/davisidarta/fastlapmap

Fast Laplacian Eigenmaps: lightweight multicore LE for non-linear dimensional reduction with minimal memory usage. Outperforms sklearn's implementation and escalates linearly beyond 10e6 samples.

denoising dimensionality-reduction embedding feature-engineering laplacian-eigenmaps machine-learning multithreading python scikit-learn

Last synced: 13 Oct 2024

https://github.com/mfpierre/coreml-scikit-example

Apple CoreML example with scikit-learn

apple-coreml coreml scikit-learn

Last synced: 17 Dec 2024

https://github.com/edyoda/ai-project-fraud-detection

Credit card fraud detection using kafka,scikit,flask,cassandra

cassandra flask kafka scikit-learn

Last synced: 18 Nov 2024

https://github.com/howardyclo/kmeans-dbscan-tutorial

A clustering tutorial with scikit-learn for beginners.

clustering-algorithm dbscan ipython-notebook kmeans scikit-learn tutorial

Last synced: 11 Oct 2024

https://github.com/boniolp/theseus

[VLDB 2022] Dash application for "Navigating the Labyrinth of Time Series Anomaly Detection"

anomaly-detection dash dashboard pandas plotly plotly-dash python scikit-learn subsequence time-series time-series-analysis webapp

Last synced: 09 Nov 2024

https://github.com/1chooo/refinaid

🐻 Refinaid - an open-source learning platform, making AI accessible to everyone, no programming skills needed. Empowering all to explore the future of AI.

aws aws-cdk docker fastapi gradio monorepo nextjs nextra numpy pandas sass scikit-learn

Last synced: 04 Dec 2024

https://github.com/392781/scikit-ntk

Neural Tangent Kernel (NTK) module for the scikit-learn library

kernel-methods machine-learning neural-tangent-kernel ntk scikit scikit-learn

Last synced: 13 Oct 2024

https://github.com/bfortuner/machine-learning

Machine learning sabbatical study materials

data-science deep-learning jupyter-notebook machine-learning neural-network numpy pandas pytorch scikit-learn

Last synced: 08 Nov 2024

https://github.com/bretttolbert/verbecc-svc

Dockerized Python microservice with REST API for verbs conjugation in French, Spanish and Portuguese

conjugation conjugator french french-language french-nlp linguistics machine-learning natural-language natural-language-processing nlp portuguese-language portuguese-verbs romanian romanian-language scikit-learn spanish-language spanish-verbs verb-conjugation

Last synced: 18 Oct 2024

https://github.com/oroszgy/hungarian-text-mining-workshop

Materials for the Text Mining workshop held in the HuNLP meetup, June 2017

classification hungarian information-extraction keyword-extraction machine-learning meetup natural-language-processing nlp python scikit-learn sentiment-analysis spacy spacy-models text-mining text-mining-workshop textacy tutorial workshop

Last synced: 08 Nov 2024

https://github.com/gauravpandeylab/eipy

Ensemble Integration: a customizable pipeline for generating multi-modal, heterogeneous ensembles

classification ensemble interpretation machine-learning multimodal nested-cross-validation predictive-modeling scikit-learn

Last synced: 10 Oct 2024

https://github.com/mahmoudparsian/machine-learning-course

Machine Learning Course @ Santa Clara University

clustering data-algorithms kmeans-clustering linear-regression logistic-regression machine-learning pyspark pyspark-algorithms-book santa-clara-university scikit-learn spark spark-ml supervised-learning unsupervised-learning

Last synced: 06 Nov 2024

https://github.com/rickiepark/handson-gb

XGBoost와 사이킷런으로 배우는 그레이디언트 부스팅

gradient-boosting lightgbm machine-learning scikit-learn xgboost

Last synced: 21 Dec 2024

https://github.com/ragibhasan894/phishing_website_detection

This project is based on detecting phishing/fraud/malicious website using Random Forest Classification formula. Implemented using Python programming language and Django framework.

cyber-security data-mining data-science django django-framework machine-learning phsihing python random-forest scikit-learn security

Last synced: 11 Oct 2024

https://github.com/smarie/python-m5p

An implementation of M5 and model trees in python, compliant with scikit-learn.

m5 machine-learning model prime regression scikit-learn tree

Last synced: 11 Oct 2024

https://github.com/boniolp/Theseus

[VLDB 2022] Dash application for "Navigating the Labyrinth of Time Series Anomaly Detection"

anomaly-detection dash dashboard pandas plotly plotly-dash python scikit-learn subsequence time-series time-series-analysis webapp

Last synced: 30 Oct 2024

https://github.com/yeaseen/ml_pattern

:trident: Some recognized algorithms[Decision Tree, Adaboost, Perceptron, Clustering, Neural network etc. ] of machine learning and pattern recognition are implemented from scratch using python. Data sets are also included to test the algorithms.

adaboost-learning als-algorithm artificial-neural-networks basic-learning binary-perceptron decision-tree-classifier multiclass-classification multiclass-kersel numpy perceptron-learning-algorithm pocket python recommendation-algorithm reward-and-punishment scikit-learn scratch template-matching

Last synced: 17 Nov 2024

https://github.com/mapbox/gabbar

Guarding OpenStreetMap from harmful edits using machine learning

banished jupyter-notebook machine-learning openstreetmap scikit-learn vandalism

Last synced: 14 Oct 2024

https://github.com/mdh266/NYCBuildingEnergyUse

Creating Regression Models Of Building Emissions On Google Cloud

bokeh data-science energy-efficiency exploratory-data-analysis google-app-engine missing-data missing-values outlier-detection outlier-removal regression regression-models scikit-learn xgboost

Last synced: 14 Nov 2024

https://github.com/operalib/operalib

Learning with operator-valued kernels

features fourier kernel kernel-methods learning-algorithm machine-learning-library operator-valued random rff scikit-learn

Last synced: 15 Nov 2024

https://github.com/pateash/kisanmitra

Crop Yield Prediction Web App Built using Sklearn and Laravel Web Framework

crop-yeild-prediction farmers laravel machinelearning scikit-learn

Last synced: 13 Oct 2024

https://github.com/orestis-z/facial-beauty-predictor

Deep learning model to predict a beauty score for faces in images. Outperforms the state-of-the-art by up to 18% (2019).

computer-vision deep-learning deep-neural-networks facial-beauty-prediction scikit-learn tensorflow

Last synced: 28 Oct 2024

https://github.com/eswar3/Zillow-prediction-models

Machine Learning Project using Kaggle dataset

eda machine-learning numpy parameter-tuning scikit-learn scikitlearn-machine-learning xgboost-algorithm

Last synced: 27 Oct 2024

https://github.com/scikit-multilearn-ng/scikit-multilearn-ng

A new maintained "successor" to scikit-multilearn, a scikit-learn based module for multi-label et. al. classification

classification clustering label-prediction machine-learning multi-label multi-label-classification partitioning scikit scikit-learn scikit-multilearn

Last synced: 20 Dec 2024

https://github.com/mdh266/nycbuildingenergyuse

Creating Regression Models Of Building Emissions On Google Cloud

bokeh data-science energy-efficiency exploratory-data-analysis google-app-engine missing-data missing-values outlier-detection outlier-removal regression regression-models scikit-learn xgboost

Last synced: 04 Dec 2024

https://github.com/trainingbypackt/machine-learning-fundamentals

Use Python and scikit-learn to get up and running with the hottest developments in machine learning

jupyter-notebook machine-learning python3 scikit-learn

Last synced: 14 Nov 2024

https://github.com/sayakpaul/phishing-websites-detection

Experiments to detect phishing websites using neural networks

cybersecurity keras-tensorflow machine-learning neural-network phishing-attacks scikit-learn

Last synced: 23 Oct 2024

https://github.com/mdh266/textclassificationapp

Building and Deploying A Serverless Text Classification Web App

data-science docker document-classification fastapi imbalanced-data imbalanced-learning machine-learning naive-bayes natural-language-processing nlp nltk scikit-learn support-vector-machine text-classification

Last synced: 04 Dec 2024

https://github.com/mauroluzzatto/explainy

explainy is a Python library for generating machine learning model explanations for humans

data-science explanation machine-learning machine-learning-explainability python scikit-learn

Last synced: 11 Nov 2024

https://github.com/polyaxon/cli

Polyaxon Core Client & CLI to streamline MLOps

data-science dataops deep-learning hyperparameter-optimization kubernetes machine-learning ml mlops pytorch scikit-learn tensorflow workflows

Last synced: 16 Nov 2024

https://github.com/curiousily/Reproducible-ML-with-DVC

Tutorial on experiment tracking and reproducibility for Machine Learning projects with DVC

deep-learning dvc experiment-tracking linear-regression machine-learning metrics python random-forest reproducibility scikit-learn tracking

Last synced: 04 Dec 2024

https://github.com/dunnkers/fseval

Benchmarking framework for Feature Selection and Feature Ranking algorithms 🚀

automl benchmarking benchmarking-framework benchmarks feature-rankers feature-ranking feature-selection hydra machine-learning python scikit-learn wandb

Last synced: 07 Nov 2024

https://github.com/cblearn/cblearn

Comparison-based Machine Learning in Python

embedding machine-learning machinelearning multidimensional multidimensional-scaling non-metric ordinal scaling scikit-learn

Last synced: 07 Nov 2024

https://github.com/fbruzzesi/sklearn-smithy

Toolkit to forge scikit-learn compatible estimators

cli data-science machine-learning python scikit-learn webui

Last synced: 10 Oct 2024

https://github.com/lucastsutsui/embml

A tool to support using classification models in low-power and microcontroller-based embedded systems.

classification-model classification-models classifier edge-computing edge-machine-learning embedded-systems embml iot-device machine-learning microcontroller microcontrollers scikit-learn tinyml weka

Last synced: 10 Oct 2024

https://github.com/tribeofai/workshops

Tribe of AI workshops curriculum

deep-learning keras machine-learning numpy pandas python scikit-learn tensorflow

Last synced: 21 Nov 2024

https://github.com/aifred-health/vulcanai

A high level deep learning framework for quickly prototyping networks with added tools in data visualisation, model interpretability and performance metrics

data-analysis data-cleaning data-science data-visualization deep-learning deep-neural-networks feature-engineering mental-health python3 pytorch scikit-learn

Last synced: 05 Dec 2024

https://github.com/curiousily/reproducible-ml-with-dvc

Tutorial on experiment tracking and reproducibility for Machine Learning projects with DVC

deep-learning dvc experiment-tracking linear-regression machine-learning metrics python random-forest reproducibility scikit-learn tracking

Last synced: 11 Nov 2024

https://github.com/cheng-lin-li/machinelearning

Implementations of machine learning algorithm by Python 3

decision-trees fastmap gaussian-mixture-models gmm hmm-viterbi-algorithm kmeans lstm machine-learning machine-learning-algorithms mlp neural-network pca pca-analysis perceptron perceptron-learning-algorithm python3 scikit-learn tensorflow

Last synced: 13 Nov 2024

https://github.com/jakoch/jupyter-devbox

A Docker DevBox for Jupyter Notebook's with a focus on Computer Vision, Machine Learning, Finance, Statistics and Visualization.

debian docker imutils jupyter-notebook keras opencv pandas python3 scikit-learn scipy seaborn tensorflow

Last synced: 28 Oct 2024

https://github.com/smaranjitghose/paruluniversityai

Artificial Intelligence Course at Parul University taught in Spring 2023 by Mr Smaranjit Ghose

convolutional-neural-networks exploratory-data-analysis first-order-logic fuzzy-logic keras machinelearning matplotlib natural-language-processing neural-network numpy pandas plotly python python3 pytorch recurrent-neural-networks scikit-learn seaborn state-space-search streamlit

Last synced: 27 Nov 2024

https://github.com/deysuman/machinelearningstocks

Using python and scikit-learn to make stock predictions

data-science deep-learning deysuman finance historical-stock-fundamentals india machine-learning machine-learning-algorithms made-with-love math-with-python python python3 science scikit-learn sklearn stock-analysis stock-prediction yahoo-finance

Last synced: 12 Nov 2024

https://github.com/ahmetfurkandemir/trendyol-smartphone-price-prediction

Trendyol Smartphone Price Prediction

aws aws-ec2 data datascience flask flask-api linear-regression machine-learning python scikit-learn trendyol

Last synced: 16 Nov 2024

https://github.com/lorransutter/predictstock-svm

ML model for stock trend prediction using Python

k-means kfold-cross-validation machine-learning matplotlib numpy pandas python python3 random-forest scikit-learn sklearn stock-trend-prediction support-vector-machine trend-prediction

Last synced: 08 Nov 2024

https://github.com/fabianp/mash_2016_sklearn_intro

Material for the MASH course on introduction to scikit-learn

machine-learning notebooks scikit-learn tutorial

Last synced: 16 Oct 2024

https://github.com/balins/fuzzytree

A Fuzzy Decision Tree implementation for Python.

classification decision-trees fuzzy-logic machine-learning scikit-learn

Last synced: 08 Nov 2024

https://github.com/samarjitsahoo/house-price-prediction

Explore my Machine Learning repository featuring a House Price Predictor project. Leveraging advanced algorithms, this project predicts house prices based on various features like location, size, amenities, and market trends. Dive into the world of predictive analytics and gain insights into the dynamic real estate market.

machine-learning matplot pandas scikit-learn

Last synced: 05 Dec 2024