scikit-learn | Ecosyste.ms: Awesome

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/aajanki/sequence-classification

Scikit-learn compatible sequence classifier

machine-learning scikit-learn sequence-classification

Last synced: 10 Nov 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/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/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/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/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/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/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/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: 07 Aug 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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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: 13 Oct 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/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/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/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/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/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: 13 Aug 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/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/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/bgu-cs-vil/pdc-dp-means

"Revisiting DP-Means: Fast Scalable Algorithms via Parallelism and Delayed Cluster Creation" [Dinari and Freifeld, UAI 2022]

clustering dpmeans kmeans machine-learning minibatch scikit-learn

Last synced: 13 Oct 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/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/lucaangioloni/fit-covid19

Easy model to fit logistic curve to COVID19 data from Italy. Demo: https://fit-covid19.herokuapp.com

contagi-giornalieri coronavirus covid-19 covid-virus covid19 demo forecasting italy logistic prediction python regression scikit-learn totale-contagi

Last synced: 20 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/karelze/tclf

A scikit-learn compatible classifier to perform trade classification in Python.

empirical finance microstructure python rule-based-classifier scikit-learn trade-classification

Last synced: 11 Oct 2024

https://github.com/KarelZe/tclf

A scikit-learn compatible classifier to perform trade classification in Python.

empirical finance microstructure python rule-based-classifier scikit-learn trade-classification

Last synced: 17 Aug 2024

https://github.com/lettier/interactivekmeans

Interactive HTML canvas based implementation of k-means.

ai cluster cluster-analysis clustering clustering-algorithm clustering-evaluation clustering-methods data-science interactive-kmeans kmeans kmeans-algorithm kmeans-clustering machine-learning machine-learning-algorithms scikit-learn

Last synced: 30 Oct 2024

https://github.com/soda-inria/sklearn-numba-dpex

Experimental plugin for scikit-learn to be able to run (some estimators) on Intel GPUs via numba-dpex.

gpu intel numba-dpex scikit-learn

Last synced: 31 Oct 2024

https://github.com/rclement/datasette-ml

A Datasette plugin providing an MLOps platform to train, eval and predict machine learning models

ai datasette datasette-plugin machine-learning mlops python scikit-learn sql sqlite

Last synced: 11 Oct 2024

https://github.com/scikit-learn-contrib/sklearn-ann

Integration with (approximate) nearest neighbors libraries for scikit-learn + clustering based on with kNN-graphs.

approximate-nearest-neighbor-search clustering knn knn-graphs scikit-learn

Last synced: 06 Nov 2024

https://github.com/manasvigoyal/gmail-classification

Extract Emails from Gmail account, convert to Excel file and classify using various classification algorithms.

beautifulsoup classification email-classification excel gmail jupyter-notebooks machine-learning matplotlib numpy pandas python scikit-learn seaborn

Last synced: 11 Oct 2024

https://github.com/resotto/python3-docker-devenv

Docker Start Guide with Python Development Environment

deep-learning development-environment docker docker-commands docker-container docker-daemon docker-image docker-volume dockerfile dockerhub matplotlib numpy python python3 scikit-learn sklearn ssh tensorflow ubuntu

Last synced: 15 Oct 2024

https://github.com/godfanmiao/pyai-github-2024

《 Python人工智能编程实践（2024年度版）》全书数据和开源代码【已出版】

git paddlepaddle pandas pyspark python3 pytorch scikit-learn tensorflow

Last synced: 08 Nov 2024

https://github.com/scikit-learn/blog

Hosting the scikit-learn blog.

community data-science machine-learning open-source python scikit-learn

Last synced: 07 Oct 2024

https://github.com/younader/dnnr

The Python package of differential nearest neighbors regression (DNNR): Raising KNN-regression to levels of gradient boosting method. Build on-top of Numpy, Scikit-Learn, and Annoy.

annoy knn machine-learning machine-learning-algorithms numpy python3 scikit-learn tabular-data

Last synced: 08 Nov 2024

https://github.com/yorko/jupyter_demonstrations

Random jupyter notebooks on data analysis and machine learning

data-analysis fun habrahabr-posts ipynb jupyter-notebook machine-learning pandas python russian scikit-learn visualization

Last synced: 11 Oct 2024

https://github.com/ashishpatel26/sklearn-ranking

Sklearn-ranking is ranking algorithm used for recommendation system algorithm. RANKSVM, RANKBOOST, RANKNET is included in this package

ranking ranking-algorithm ranking-methods scikit-learn sklearn sklearn-ranking

Last synced: 14 Oct 2024

https://github.com/ashishpatel26/MLflow_End_to_End_Example

MLflow is Open source platform for the machine learning lifecycle so here you can learn MLflow End to End Example with Prediction.

mlflow mlflow-example mlflow-tracking scikit-learn xgboost

Last synced: 15 Nov 2024

https://github.com/aleximb/automl-streams

AutoML framework for implementing automated machine learning on data streams

automl data-streams scikit-learn

Last synced: 27 Oct 2024

https://github.com/psnappz/machine-learning-and-data-mining-algorithms

Machine Learning Algorithms Python [In Active Development]

algorithms classification data-mining data-mining-algorithms datascience machine-learning machine-learning-algorithms projects python random-forest rotation-forest scikit-learn sklearn uci-machine-learning

Last synced: 05 Nov 2024

https://github.com/san089/big_data_project

Fake News Detection - Feature Extraction using Vectorization such as Count Vectorizer, TFIDF Vectorizer, Hash Vectorizer,. Then used an Ensemble model to classify whether the news is fake or not.

classifiers ensemble-model fakenewsdetection machine-learning news-classification scikit-learn text-mining textclassification vectorization vectorizers

Last synced: 12 Oct 2024

https://github.com/chongyasong/youml

YouML: A Machine Learning Toolkit

ai artificial-intelligence big-data data-mining data-science machine-learning matplotlib numpy pandas python scikit-learn scipy

Last synced: 13 Oct 2024

https://github.com/huangcongqing/sklearn

scikit-learn (sklearn) 常用的机器学习，包括回归(Regression)、降维(Dimensionality Reduction)、分类(Classfication)、聚类(Clustering)等方法

scikit-learn sklearn

Last synced: 09 Nov 2024

https://github.com/sakshi-choudhary/voice4rural

A complete one stop solution for all the problems of Rural area people. 👩🏻‍🌾

artificial-intelligence chartjs decision-trees deep-learning fastapi hackathon javascript machine-learning mongodb natural-language-processing pandas python reactjs scikit-learn tensorflow

Last synced: 06 Nov 2024

https://github.com/inphyt/imdb_sentiment_analysis_bert

BERT Sentiment Classification on the IMDb Large Movie Review Dataset.

bert bert-model data-mining data-mining-algorithms data-mining-python data-science machine-learning machine-learning-algorithms natural-language-processing nlp nlp-machine-learning scikit-learn sentiment-analysis sentiment-classification spacy spacy-models spacy-nlp

Last synced: 12 Nov 2024

https://github.com/sayakpaul/generating-categories-from-arxiv-paper-titles

This project takes the arXiv dataset and builds an automatic tag classifier from the arXiv article/paper titles

arxiv deep-learning gcp natural-language-processing scikit-learn tensorflow wandb

Last synced: 23 Oct 2024

https://github.com/zeke/github-avatars

A machine learning model to detect whether a GitHub user has a custom or default avatar

cog machine-learning replicate scikit-learn

Last synced: 09 Nov 2024

https://github.com/tribeofai/toai

jupyter-notebook numpy pandas python scikit-learn tensorflow

Last synced: 10 Oct 2024

https://github.com/atul-anand-jha/time-series-forecast-nsepy

Redcarpetup.com assignment Intern Task

bokeh nse-stock-data python scikit-learn stock time-series time-series-analysis

Last synced: 12 Oct 2024

https://github.com/holgern/scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

binder hyperparameter-optimization hyperparameter-search hyperparameter-tuning maschine-learning optimization scientific-visualization scikit-learn sequential-recommendation visualization

Last synced: 10 Oct 2024

https://github.com/snehankekre/streamlit-yellowbrick

Streamlit component for the Yellowbrick visualization and model diagnostics library

data-visualization machine-learning matplotlib python scikit-learn streamlit visualization yellowbrick

Last synced: 10 Oct 2024

https://github.com/genfifth/cvopt

Machine learning's parameter search and feature selection module which is integrated log management and visualization.

bayesian-optimization deep-learning feature-selection hyperopt hyperparameter-optimization integrated-visualization keras logmanagement machine-learning python scikit-learn

Last synced: 13 Oct 2024

https://github.com/hbldh/skboost

MILBoost and other boosting algorithms, compatible with scikit-learn

boosting boosting-algorithms machine-learning scikit-learn

Last synced: 15 Oct 2024

https://github.com/rohankishore/graphyte

A simple, and responsive math graphing app powered by PyQt6, NumPy and Matplotlib. Create and analyze functions with ease.

equation-solver geogebra graph graph-algorithms matplotlib numpy pyqt6 python scikit-learn visualization

Last synced: 27 Oct 2024

https://github.com/chandraprakash-bathula/apparel-recommendations

This project implements a personalized apparel recommendation engine using content-based search with the Amazon API, NLTK, and Keras libraries.

boxplot cnn-keras data-analysis data-science deep-learning linear-regression machine-learning numpy pandas scatter-plot scikit-learn svm tensorflow xgboost

Last synced: 28 Oct 2024

https://github.com/snoop2head/instagram_hashtag_analysis

📷 Crawl and Analyze Instagram Hashtag Data: KoNLPY to gensim word2Vec & scikit-learn TF-IDF

adjective gensim gensim-word2vec instagram-hashtag-analysis konlpy natural-language-processing noun scikit-learn scikitlearn tf-idf word2vec

Last synced: 04 Nov 2024

https://github.com/aliktk/python_chilla

This repository contains practice materials on Python, used to deliver online training course. The course was sponsered by codenics and Scholership Network. Pakistan

course data-science eda machine-learning-algorithms pandas-python python scikit-learn training

Last synced: 14 Nov 2024

https://github.com/joeyorlando/self_driving_car

Neural network/Haar cascade trained self-driving RC car using Raspberry Pi

haar-cascade javascript machine-learning neural-network opencv python python3 raspberry-pi raspberry-pi-camera raspberry-pi-car scikit-learn scikitlearn-machine-learning unsupervised-learning

Last synced: 11 Oct 2024

https://github.com/kenlimmj/fightin-words

A scikit-learn compliant implementation of Monroe et al.'s Fightin' Words analysis method.

bayesian-methods evaluation-metrics nlp scikit-learn

Last synced: 12 Oct 2024

https://github.com/vc1492a/henosis

A Python framework for deploying recommendation models for form fields.

categorical-features classification machine-learning predictive-modeling python recommendation-system recommender-system scikit-learn supervised-learning

Last synced: 14 Oct 2024

https://github.com/esvs2202/concrete-compressive-strength-prediction

The aim of this project is to develop a solution using Data science and machine learning to predict the compressive strength of a concrete with respect to the its age and the quantity of ingredients used.

anaconda data-visualization flask gunicorn-web-server heroku-deployment html5 joblib jupyter-notebook machine-learning-algorithms matplotlib-pyplot numpy pandas pycharm-ide python3 randomizedsearchcv scikit-learn seaborn statsmodels xgboost-regression

Last synced: 09 Oct 2024

https://github.com/tslu1s/atlantic

Atlantic: Automated Data Preprocessing Framework for Supervised Machine Learning

automation automl automl-pipeline data-preprocessing data-science feature-selection label-encoder machine-learning onehot-encoder predictive-maintenance predictive-modeling preprocessing-pipeline python scikit-learn

Last synced: 13 Oct 2024

https://github.com/supercowpowers/scp-labs

SCP Labs (Open Source Team for SuperCowPowers)

data-analysis data-science pandas python scikit-learn security

Last synced: 09 Nov 2024

https://github.com/analyzable-fr/patch-based-texture-inpainting

Patch-based inpainting Python library

computer-vision image image-processing inpainting machine-learning opencv opencv-python scikit-image scikit-learn

Last synced: 11 Oct 2024

https://github.com/axegon/sklite

Transpile scikit-learn models to Flutter

fluttter python36 scikit-learn

Last synced: 11 Oct 2024

https://github.com/ozguraslank/flexml

Easy-to-use and flexible AutoML library for Python

automl data-science machine-learning python scikit-learn

Last synced: 10 Oct 2024

https://github.com/mohd-faizy/career-track-data-scientist-with-python

This Repo contains tools that allow us to import, clean, manipulate, and visualize data —Includes Python libraries, like pandas, NumPy, Matplotlib, and many more to work with real-world datasets to learn the statistical and machine learning techniques.

data-science data-visualization datascience-machinelearning datasciencecoursera datascientist datascientisttraining decision-trees hypothesis hypothesis-testing machine-learning machine-learning-algorithms nlp-machine-learning numpy pandas python scikit-learn seaborn statistical

Last synced: 28 Oct 2024

https://github.com/alexioannides/lime-interpretable-ml

An example of how the LIME algorithm can be used to provide real-world insight into the decision processes of a 'black-box' machine learning algorithm - in this case a Radom Forest regressor.

data-science interpretability lime machine-learning numpy pandas pydata python scikit-learn