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scikit-learn

scikit-learn is a widely-used Python module for classic machine learning. It is built on top of SciPy.

https://github.com/joaopfonseca/ml-research

A Python library with utilities for Machine Learning research and algorithm implementations

active-learning data-science machine-learning python scikit-learn

Last synced: 11 Oct 2024

https://github.com/melikaas/lda_classification

This repository focuses on implementing Linear Discriminant Analysis (LDA) as a classifier on embedded scikit-learn datasets. The goal is to improve the model's performance on these datasets.

classification machine-learning-algorithms scatterplot scikit-learn

Last synced: 10 Oct 2024

https://github.com/ngupta23/more

This is a helper package for pandas, visualizations and scikit-learn

data-science helpers pandas python scikit-learn visualization visualizations

Last synced: 10 Oct 2024

https://github.com/khaledsharif/sklearn2docker

Convert your trained scikit-learn classifier to a Docker container with a pre-configured API

api classification docker docker-container machine-learning scikit-learn

Last synced: 15 Oct 2024

https://github.com/hmiladhia/piskle

A serialization package optimized for scikit-learn

data-science machine-learning python scikit-learn serialization

Last synced: 11 Oct 2024

https://github.com/eonu/daze

Better multi-class confusion matrix plots for Scikit-Learn, incorporating per-class and overall evaluation measures.

accuracy classification confusion-matrix confusion-matrix-heatmap evaluation evaluation-metrics f1-score measures multi-class plot precision recall scikit-learn

Last synced: 10 Oct 2024

https://github.com/srinivasrm/mutual-funds-analysis-and-prediction

In this project I have performed analysis and prediction on 1,3,and 5 year returns on 1064 mutual funds in India. I have scraped data from a website which is the most visited website for mutual fund investments.I have tested regression models linear model,SGD Regressor , Random Forest Regressor,Decision Tree Regressor,Ridge,MLP Regressor and linear model (Lasso).After which I have selected the best perorming model and performed Hyper parameter tuning and then deployed an interactive application which can generate the visualization and send an email with the visualization to the users email address.

beautifulsoup data-analysis data-base data-cleaning data-science deployment etl finanace frontend funds machine-learning mutual mutual-funds pgsql python scikit-learn sql streamlit web webapplication

Last synced: 11 Oct 2024

https://github.com/katharineshapcott/rank-similarity

Rank Similarity is a set of nonlinear classification and transform tools for large datasets.

classification machine-learning nonlinear scikit-learn transformer

Last synced: 10 Oct 2024

https://github.com/rubydamodar/loan-approval-prediction-

Loan approval prediction is a popular machine learning project, especially in the banking and finance industry. The goal of this project is to build a predictive model that can determine whether a loan application will be approved or not based on the applicant's information such as income, credit history, and loan amount.

ai-in-finance banking classification classification-internal credit-risk data-science exploratory-data-analysis feature-engineering financial-analytics loan-approval machine-learning matplotlib pandas predictive-modeling python scikit-learn seaborn visualization

Last synced: 31 Oct 2024

https://github.com/chris-santiago/steps

A SciKit-Learn style feature selector using best subsets and stepwise regression.

best-subset-selection data-science python scikit-learn stepwise-selection

Last synced: 27 Oct 2024

https://github.com/jrbourbeau/madpy-ml-sklearn-2018

MadPy supervised machine learning talk

machine-learning python scikit-learn

Last synced: 28 Oct 2024

https://github.com/tma15/bunruija

A text classification toolkit

neural-networks pytorch scikit-learn text-classification

Last synced: 11 Oct 2024

https://github.com/deepmancer/tweet-disaster-detection

fine-tuned BERT and scikit-learn models for real-time classification of disaster-related tweets, using TensorFlow, Keras, and Transformers. .

bert bert-fine-tuning classification fine-tuning huggingface-transformers keras keras-tensorflow natural-language-processing nlp scikit-learn tensorflow tensorflow2 tokenizer transformers

Last synced: 02 Nov 2024

https://github.com/queirozfcom/python-ds-util

Collection of useful helper methods for interactive data science work in python. Usually on jupyter notebooks, using the basic python scientific stack.

data-science matplotlib pandas python scikit-learn utils

Last synced: 11 Oct 2024

https://github.com/metriccoders/ai-studio

AI Studio by Metric Coders: A No-Code Software to train, download and deploy Large Language Models.

ai-studio artificial-intelligence generative-ai keras langchain large-language-models llm machine-learning natural-language-processing nlp python python3 scikit-learn tensorflow

Last synced: 27 Oct 2024

https://github.com/bkamapantula/discover-workshop

Code search utility to assist developer workflows via code discovery. Currently uses tf-idf estimator.

developer-tools pycon python scikit-learn tf-idf

Last synced: 16 Oct 2024

https://github.com/fork123aniket/contrastive-learning-for-sentence-embeddings

Implementation of Simple Contrastive Learning-based Unsupervised approach to generate sentence embeddings and to perform text similarity in Tensorflow

bert-model contrastive-learning natural-language-processing scikit-learn tensorflow-tutorials tensorflow2 transformers

Last synced: 10 Oct 2024

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

Tensorflow & scikit-learn examples

numpy pandas scikit-learn tensorflow

Last synced: 11 Oct 2024

https://github.com/jameschapman19/scikit-prox

A package for fitting regularized models from scikit-learn via proximal gradient descent

proximal-gradient-descent regularization scikit-learn scikit-learn-api

Last synced: 13 Oct 2024

https://github.com/gsganden/model_inspector

A uniform interface to a curated set of methods for inspecting machine learning models

data-science machine-learning scikit-learn visualization

Last synced: 11 Oct 2024

https://github.com/tanaybhadula/phishing-website-detection

A web application to predicted whether a URL/Website is phishing or not by extracting its lexical features.

classification descision-tree flask machine-learning pandas phishing-detection python random-forest scikit-learn stacking-classifier svm-classifier xgboost

Last synced: 11 Oct 2024

https://github.com/g0bel1n/tinyautoml

TinyAutoML is a comprehensive Pipeline Classifier Project thought as a Scikit-learn plugin

automl-pipeline machine-learning scikit-learn

Last synced: 13 Oct 2024

https://github.com/nguyenanht/john-toolbox

This is my own toolbox to explore data science

data-science machine-learning pipeline python pytorch scikit-learn

Last synced: 13 Oct 2024

https://github.com/alexandregazagnes/scikit-transformers

Very usefull package to enable and provide custom transformers such as LogColumnTransformer, BoolColumnTransformers and others fancy transformers.

data data-science log python scikit-learn transformer

Last synced: 11 Oct 2024

https://github.com/smola/fastcountvectorizer

FastCountVectorizer is a faster alternative to scikit-learn CountVectorizer.

natural-language-processing python scikit-learn

Last synced: 10 Oct 2024

https://github.com/manena/sp-sentiment-analysis

Sentiment Analysis in Python trained with Amazon Spain reviews in Spanish

jupyter-notebook machine-learning nltk nltk-library python-3-5 pyton scikit-learn sentiment-analysis

Last synced: 12 Oct 2024

https://github.com/sayakpaul/floydhub-k_means-blog

Contains the Jupyter Notebook made for a FloydHub article on K-Means

numpy pandas scikit-learn yellowbricks

Last synced: 28 Oct 2024

https://github.com/klane/springboard

Springboard Data Science Career Track assignments

data-science jupyter-notebook pyspark python scikit-learn springboard sql

Last synced: 31 Oct 2024

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

Exploratory Analysis of Enron Dataset and Classification using multiple algorithms

classification email-classifier enron-dataset jupyter-notebook machine-learning numpy pandas python scikit-learn

Last synced: 11 Oct 2024

https://github.com/rvandewater/recipys

🥧ReciPys: easily define and execute preprocessing and feature engineering steps on Pandas dataframes.

data-science pandas python scikit-learn tidymodels

Last synced: 10 Oct 2024

https://github.com/csinva/trees-to-networks

Bridging random forests and deep neural networks. Partial implementation of "Neural Random Forests" https://arxiv.org/abs/1604.07143

artificial-intelligence classification decision-tree decision-tree-classifier deep-learning machine-learning machinelearning neural-network neural-networks paper-implementations python pytorch random-forest scikit-learn statistics

Last synced: 28 Oct 2024

https://github.com/victormotogna/irislogisticregression

Iris Dataset Logistic Regression - scikit learn version & from scratch

data-science iris-dataset logistic-regression python scikit-learn

Last synced: 21 Oct 2024

https://github.com/alfredfrancis/jarvis2.0

An intelligent Home automation system using Internet of Things and Machine learning

flask internet-of-things machine-learning php python raspberry-pi scikit-learn

Last synced: 28 Oct 2024

https://github.com/janasunrise/ml-guide-and-implementation

This repository contains the predictions, and plots for the datasets included in the scikit learn library by default and also some other datasets from kaggle or other sources.

machine-learning ml python3 scikit scikit-learn scikitlearn-machine-learning sklearn

Last synced: 15 Oct 2024

https://github.com/shreyamalogi/personalized-travel-planning-system

"Personalized Travel Planning System," uses a graphical user interface (GUI) to help users plan personalized travel experiences. It recommends tourist destinations based on user preferences and provides information about nearby places.

knn-algorithm machine-learning-algorithms matplotlib numpy pandas python scikit-learn tkinter-gui

Last synced: 21 Oct 2024

https://github.com/imsanjoykb/automated-spam-mail-detection-and-flask-deployment

This is an simple NLP project in which the model is able to predict the incoming mail whether it is spam or not spam(ham). As we seen in gmail automatically the mail is classified and stored in spam or inbox so this project is prototype.

flask machine-learning naive-bayes-classifier nlp python scikit-learn

Last synced: 12 Oct 2024

https://github.com/34j/sklearn-utilities

Utilities for scikit-learn. Append prediction to x, append prediction to x single, append x prediction to x, compose var estimator, data frame wrapper, drop by noise prediction, drop missing rows y, dummy regressor var, estimator wrapper base, excluded column transformer pandas, feature union pandas, id transformer, included column transformer pand

catboost feature-engine feature-engineering multioutput pandas pca python pytorch regression scikit-learn sklearn sklearn-compatible skorch torch tqdm

Last synced: 22 Oct 2024

https://github.com/pateash/kisanmitra-python

Python Machine learning Utility for Kisanmitra Web App

jupyter-notebook machine-learning python scikit-learn

Last synced: 13 Oct 2024

https://github.com/stewartpark/scikit-small-ensemble

scikit-small-ensemble is a library to make your ensemble models(Random Forest Classifier, etc) have a small memory footprint/usage.

compression ensemble-learning lz4 mmap random-forest-classifier scikit-learn

Last synced: 13 Oct 2024

https://github.com/azrdev/sklearn-seco

Implementation of the *Separate and Conquer* / *Covering*-Algorithm for scikit-learn

covering machine-learning scikit-learn sklearn

Last synced: 27 Oct 2024

https://github.com/christoph/robics

Automatic detection of robust parametrizations for LDA and NMF. Compatible with scikit-learn and gensim.

gensim lda natural-language-processing nmf robust-parametrizations scikit-learn topic-modeling topic-models

Last synced: 14 Oct 2024

https://github.com/tikam02/wine-shop

Wine Reviews and Recommendation Engine - Web-Application [Django]

django machine-learning numpy pandas python recommender-system scikit-learn wine

Last synced: 01 Nov 2024

https://github.com/sayakpaul/bentoml-explorations

Contains my experiments made with the mighty library BentoML

bentoml python rest-api scikit-learn tensorflow zomato

Last synced: 28 Oct 2024

https://github.com/oneapi-src/powerline-fault-detection

AI Starter Kit for detect faulty signals in power line voltage using Intel® Extension for Scikit-learn*

machine-learning scikit-learn

Last synced: 05 Nov 2024

https://github.com/vopaaz/learning-utility

Assist small-scale machine learning.

data-science machine-learning pandas python3 scikit-learn

Last synced: 13 Oct 2024

https://github.com/lugq1990/automl-engine

3 lines of code for automate machine learning for classification and regression

auto-ml automl machine-learning random-forest scikit-learn xgboost

Last synced: 27 Oct 2024

https://github.com/34j/lightgbm-callbacks

A collection of LightGBM callbacks. (DART early stopping, tqdm progress bar)

dart early-stopping hacktoberfest lgbm lightgbm lightgbm-dart scikit-learn sklearn sklearn-compatible tqdm

Last synced: 22 Oct 2024

https://github.com/kingabzpro/fastapi-for-ml

Building a simple FastAPI application for model inference.

fastapi jinja2-templates machine-learning scikit-learn

Last synced: 10 Oct 2024

https://github.com/kamomille/titanic

Auriez vous survécu au naufrage du Titanic ?

data-science jupiter-notebook machine-learning scikit-learn titanic

Last synced: 28 Oct 2024

https://github.com/yinleon/s3

s3 helpers for reading files to/from pandas dataframes, moving files between buckets, and persisting scikit-learn classifiers.. all in s3.

pandas-dataframe s3 scikit-learn

Last synced: 11 Oct 2024

https://github.com/juliandavidmr/machinelearningscikit

Clasificador de flores mediante aprendizaje supervisado

neural-network python scikit-learn sklearn

Last synced: 11 Oct 2024

https://github.com/oneapi-src/customer-segmentation

AI Starter Kit for Customer Segmentation for Online Retail using Intel® Extension for Scikit-learn*

machine-learning scikit-learn

Last synced: 05 Nov 2024

https://github.com/jbeno/datawaza

Data science tools for exploration, visualization, and model iteration.

data-science dataviz machine-learning matplotlib pandas scikit-learn seaborn

Last synced: 10 Oct 2024

https://github.com/shreyamalogi/credit-card-fraud-detection-system

A Credit Card Fraud Detection System using Adaboost and Majority Voting, designed to identify fraudulent credit card transactions by combining the strength of multiple classifiers.

adaboost ensemble-learning majority-voting python scikit-learn

Last synced: 21 Oct 2024

https://github.com/oneapi-src/purchase-prediction

AI Starter Kit for Purchase Prediction model using Intel® Extension for Scikit-learn*

machine-learning scikit-learn

Last synced: 05 Nov 2024

https://github.com/luca-parisi/m_arcsinh

m-arcsinh: A Reliable and Efficient Function for Supervised Machine Learning (scikit-learn, TensorFlow, and Keras) and Feature Extraction (scikit-learn)

activation activation-function activation-functions activations arcsinh classification dimensionality-reduction feature-extraction keras keras-tensorflow machine-learning machinelearning mlp mlp-classifier neural-network python scikit-learn svm svm-classifier tensorflow

Last synced: 30 Oct 2024

https://github.com/vartikaraj2512/dsml-internship-devtown-notebooks-

🌟 Data Science & Machine Learning Internship Projects 📊 Explore a curated collection of DS & ML notebooks covering topics like regression models, clustering, NLP, and deep learning. Dive into real-world projects such as price prediction, sentiment analysis, and customer segmentation. This repository reflects modern data-driven industry solutions

data-science filehandling googlecolab json kaggle keras machine-learning matplotlib numpy pandas python scikit-learn seaborn sql tensorflow

Last synced: 31 Oct 2024

https://github.com/wwunlp/sner

𒈬 Sumerian Named Entity Recognition

machine-learning ner nlp python scikit-learn

Last synced: 13 Oct 2024

https://github.com/gxuravkumar911/tubedigest

Demonstrating expertise in Python and Django, TubeDigest is a robust web application that leverages NLTK and YouTube API for AI-powered video summarization.

artificial-intelligence django machine-learning natural-language-processing nltk python scikit-learn text-analysis tf-idf web-development

Last synced: 10 Oct 2024

https://github.com/spockoo/pylegend

A fusion between Python and legend, a name that suggests that the code is both modern and mythical. 3 months of work, with tons of errors to establish the calculations necessary for the superposition, I want to publish my work and improve it and share it under Apache 2.0 License. Designed to work with NBminer!

crypto crypto-tools how-to-farm-crypto kerastuner matplotlib matrix-multiplication mining nbminer numpy performance-optimization pickle project quantum quantumcircuits quantumcomputing qubits scikit-learn tensorflow

Last synced: 10 Oct 2024

https://github.com/shreyansh055/time-series-forecasting_055

The Time Series Forecasting Project predicts future trends using historical data with Python, Pandas, and models like ARIMA, LSTM, and Prophet, focusing on scalable, accurate forecasting for business and finance.

lstm matplotlib numpy pandas python scikit-learn seaborn

Last synced: 31 Oct 2024

https://github.com/sayakpaul/patients-conversation-detector

Contains my experiments for ZS's hiring hackathon (II).

data-science keras machine-learning nlp python scikit-learn text-classification

Last synced: 28 Oct 2024

https://github.com/joseabrantesjr/previsai

O PrevisAI é uma aplicação que utiliza tecnica avançada de deep-learning para prever os preços de fechamento de ações, ETFs, Fundos Imobiliários, Criptomoedas, etc.

acoes criptomoedas deep-learning etf fii keras mercado-financeiro numpy pandas previsao python scikit-learn tensorflow trade trading yfinance

Last synced: 31 Oct 2024

https://github.com/engageintellect/bitcoin-price-predictor

This Python project predicts whether the price of Bitcoin will increase or decrease on the next day, using historical price data and machine learning. Additionally, the project visualizes Bitcoin's price movements using candlestick charts along with moving averages for different timeframes.

bitcoin machine-learning matplotlib mplfinance numpy pandas python scikit-learn visualization yfinance

Last synced: 09 Oct 2024

https://github.com/devamoghs/pos-tagger-nltk-scikit-learn

Part-Of-Speech Tagger using custom trained models, implemented with Scikit-Learn and NLTK

machine-learning natural-language-understanding nltk-library part-of-speech-tagger pos-tagger scikit-learn

Last synced: 28 Oct 2024

https://github.com/markdouthwaite/lingo

A package for quickly deploying Scikit-Learn Linear Models in Go.

golang linear-models machine-learning scikit-learn

Last synced: 13 Oct 2024

https://github.com/msjahid/machine-learning-projects

A collection of machine learning projects featuring models and algorithms for supervised and unsupervised learning, model evaluation, and optimization.

jupyter matplotlib numpy pandas python scikit-learn seaborn

Last synced: 11 Oct 2024

https://github.com/plantaest/feverfew

Comprehensive link checker tool for Wikipedia

aws-lambda caddy java mantine onnx python quarkus react scikit-learn typescript

Last synced: 14 Oct 2024

https://github.com/superbderrick/creditratingprediction

A simple data prediction system that evaluates creditRating with a little bit data

scikit-learn tensorflow

Last synced: 06 Nov 2024

https://github.com/alexandregazagnes/scikit-res

Very Basic package to store results of ML models Grid search results are hard to exploit. This package aims to store them in a more convenient way.

data machine-learning mlops mlops-workflow results scikit-learn

Last synced: 28 Oct 2024

https://github.com/metriccoders/metriccoders_notebooks

This is the Metric Coders repository containing all the notebooks for machine learning.

artificial-intelligence genai keras llm machine-learning natural-language-processing pytorch scikit-learn tensorflow

Last synced: 27 Oct 2024

https://github.com/g0r0kh/clustering

k-means & hierarchical clustering

conda matplot numpy pandas scikit-learn scipy sklearn

Last synced: 14 Oct 2024

https://github.com/alejoduarte23/ssi-cov

The SSICOV is a system identification method for structural health monitoring (SHM) using Stochastic Subspace Identification (SSI). It processes acceleration data to extract modal parameters of a structure.

matplotlib modal-analysis numpy scikit-learn scipy signal-processing system-identification

Last synced: 14 Oct 2024

https://github.com/gitstar-oc/machine-learning

This are the Machine Learning notes by leading AI website named Deeplearning.AI. This notes will help you to be a machine learner from beginner to advanced level. Welcome Everyone!!

deep-learning deep-neural-networks jupyter-notebook machine-learning machine-learning-algorithms matplotlib numpy pandas python scikit-learn supervised-learning tensorflow unsupervised-learning

Last synced: 13 Oct 2024

https://github.com/andreasgrv/tictacs

Machine learning pipeline configuration on steroids (on tictacs actually)

config pipeline reflection scikit-learn

Last synced: 11 Oct 2024

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

Scikit learn is applied for Androsensor (available in google play store) datasets and iris data sets.

jupyter-notebook linear-regression machine-learning python scikit-learn svm

Last synced: 13 Oct 2024

https://github.com/zacheddy/issuelabeler

Automatically label issues on GitHub repositories with machine learnin' (demo available)

classifier machine-learning python scikit-learn

Last synced: 14 Oct 2024