Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists tagged with predictive-modeling
A curated list of projects in awesome lists tagged with predictive-modeling .
https://github.com/jwarmenhoven/islr-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
islr islr-python machine-learning predictive-modeling statistical-learning
Last synced: 30 Sep 2024
https://github.com/JWarmenhoven/ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
islr islr-python machine-learning predictive-modeling statistical-learning
Last synced: 30 Jul 2024
https://github.com/alan-turing-institute/MLJ.jl
A Julia machine learning framework
classification clustering data-science ensemble-learning julia machine-learning pipeline pipelines predictive-modeling regression stacking statistics tuning tuning-parameters
Last synced: 31 Jul 2024
https://github.com/juliaai/mlj.jl
A Julia machine learning framework
classification clustering data-science ensemble-learning julia machine-learning pipeline pipelines predictive-modeling regression stacking statistics tuning tuning-parameters
Last synced: 30 Sep 2024
https://github.com/mlr-org/mlr
Machine Learning in R
classification clustering cran data-science feature-selection hyperparameters-optimization imbalance-correction learners machine-learning mlr multilabel-classification predictive-modeling r r-package regression stacking statistics survival-analysis tuning tutorial
Last synced: 01 Oct 2024
https://github.com/modeloriented/dalex
moDel Agnostic Language for Exploration and eXplanation
black-box dalex data-science explainable-ai explainable-artificial-intelligence explainable-ml explanations explanatory-model-analysis fairness iml interpretability interpretable-machine-learning machine-learning model-visualization predictive-modeling responsible-ai responsible-ml xai
Last synced: 30 Sep 2024
https://modeloriented.github.io/DALEX/
moDel Agnostic Language for Exploration and eXplanation
black-box dalex data-science explainable-ai explainable-artificial-intelligence explainable-ml explanations explanatory-model-analysis fairness iml interpretability interpretable-machine-learning machine-learning model-visualization predictive-modeling responsible-ai responsible-ml xai
Last synced: 04 Aug 2024
https://github.com/ModelOriented/DALEX
moDel Agnostic Language for Exploration and eXplanation
black-box dalex data-science explainable-ai explainable-artificial-intelligence explainable-ml explanations explanatory-model-analysis fairness iml interpretability interpretable-machine-learning machine-learning model-visualization predictive-modeling responsible-ai responsible-ml xai
Last synced: 30 Jul 2024
https://github.com/retentioneering/retentioneering-tools
Retentioneering: product analytics, data-driven CJM optimization, marketing analytics, web analytics, transaction analytics, graph visualization, process mining, and behavioral segmentation in Python. Predictive analytics over clickstream, AB tests, machine learning, and Markov Chain simulations.
behaviour-analysis business-intelligence clickstream customer-journey-map customer-segmentation data-visualization graph-visualizer library machine-learning machinelearning pandas predictive-analytics predictive-modeling product-analytics python segmentation user-trajectories user-trajectories-analysis web-analytics
Last synced: 02 Aug 2024
https://github.com/Mariewelt/OpenChem
OpenChem: Deep Learning toolkit for Computational Chemistry and Drug Design Research
computational-biology computational-chemistry deep-learning deep-neural-networks drug-design drug-discovery graph-convolutional-networks machine-learning predictive-modeling pytorch qsar
Last synced: 02 Aug 2024
https://github.com/SMTorg/smt
Surrogate Modeling Toolbox
derivative machine-learning mixture-of-experts multi-fidelity predictive-modeling sampling surrogate-models
Last synced: 02 Aug 2024
https://github.com/microprediction/timemachines
Predict time-series with one line of code.
prediction prediction-algorithm predictions predictive-modeling time-series time-series-analysis timeseries timeseries-analysis timeseries-data timeseries-forecasting
Last synced: 01 Aug 2024
https://github.com/Atcold/pytorch-CortexNet
PyTorch implementation of the CortexNet predictive model
deep-learning predictive-modeling pytorch self-supervised unsupervised-learning video
Last synced: 07 Aug 2024
https://github.com/laresbernardo/lares
Analytics & Machine Learning R Sidekick
analytics api automation automl data-science descriptive-statistics h2o machine-learning marketing mmm predictive-modeling puzzle r r-package rlanguage robyn rstats visualization
Last synced: 05 Aug 2024
https://github.com/jczic/micromlp
A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)
ai ann artificial-intelligence deep-learning deeplearning esp32 hc2 lopy machine-learning micropython mlp multilayer-perceptron neural-network neurons predictive-modeling pycom q-learning qlearning wipy
Last synced: 27 Sep 2024
https://github.com/jczic/MicroMLP
A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)
ai ann artificial-intelligence deep-learning deeplearning esp32 hc2 lopy machine-learning micropython mlp multilayer-perceptron neural-network neurons predictive-modeling pycom q-learning qlearning wipy
Last synced: 01 Aug 2024
https://github.com/dirkhovy/text_analysis_for_social_science
Code for the CUP Elements on text analysis in Python for social scientists
analysis classification-models clustering data-analysis embeddings neural-networks prediction predictive-modeling social-sciences text-analysis text-classification topic-modeling
Last synced: 31 Jul 2024
https://github.com/duttashi/learnr
Exploratory, Inferential and Predictive data analysis. Feel free to show your :heart: by giving a star :star:
exploratory-data-analysis inferential-statistics predictive-modeling r
Last synced: 05 Aug 2024
https://github.com/brian-j-smith/machineshop
MachineShop: R package of models and tools for machine learning
classification-models machine-learning predictive-modeling r regression-models survival-models
Last synced: 29 Sep 2024
https://github.com/brian-j-smith/MachineShop
MachineShop: R package of models and tools for machine learning
classification-models machine-learning predictive-modeling r regression-models survival-models
Last synced: 30 Jul 2024
https://github.com/mljar/mljar-api-python
A simple python wrapper over MLJAR API.
machine-learning machine-learning-api mljar-api-python prediction-algorithm predictive-analytics predictive-modeling python
Last synced: 31 Jul 2024
https://github.com/merliseclyde/BAS
BAS R package https://merliseclyde.github.io/BAS/
bayesian bayesian-inference cran mcmc model-selection predictive-modeling r-package regression variable-selection
Last synced: 30 Jul 2024
https://github.com/RajdeepKonwar/stockast
Predict stock market pricing over 180 minutes using Black-Scholes stochastic modeling and parallel Monte-Carlo simulations.
black-scholes c-plus-plus monte-carlo-simulation openmp parallel prediction-model predictive-analytics predictive-modeling stock-data stock-market stock-prediction stock-price-prediction stock-prices thread
Last synced: 01 Aug 2024
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: 29 Sep 2024
https://github.com/rick12000/confopt
A Library for Conformal Hyperparameter Tuning
automl conformal-prediction hyperparameter-optimization hyperparameter-tuning inferential-statistics machine-learning predictive-modeling
Last synced: 03 Aug 2024
https://github.com/smaakage85/modelgrid
A Minimalistic Framework for Creating, Managing and Training Multiple Caret Models
caret machine-learning predictive-analytics predictive-modeling
Last synced: 05 Aug 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: 26 Sep 2024
https://github.com/mljar/mljar-api-R
R wrapper for MLJAR API
machine-learning machine-learning-api prediction-algorithm predictive-analytics predictive-modeling r
Last synced: 05 Aug 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: 29 Sep 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: 30 Sep 2024
https://github.com/onuratakan/bitcoin_price_prediction
This project tries to prediction the bitcoin price with machine and deep learning.
ai bitcoin deep-learning deeplearning finance finance-application jupyter-notebook machine-learning machinelearning prediction predictive-analytics predictive-modeling python python3
Last synced: 02 Oct 2024
https://github.com/alexkross/air
Real-time data stream classification and knowledge generation engine with no dependencies
c-language cisco-aci cython data-analysis data-science data-stream devnet fintech ipython jupyter-notebooks knowledge-discovery knowledge-generation-engine knowledge-representation machine-learning pony-language predictive-modeling python real-time
Last synced: 29 Sep 2024
https://github.com/DeDeDeDer/Personal_Projects
This holds all my personal data-related project's (Automation, Modelling, Analysis)
actuarial-science actuarial-statistics claims-reserving datascience datascraping excelvba exploratory-data-analysis feature-engineering insurance-claims modelling-framework predictive-modeling python3
Last synced: 13 Aug 2024
https://github.com/sdcastillo/PA-R-Study-Manual
An online study guide for the SOA's predictive analytics exam.
data-science data-visualization machine-learning predictive-modeling r-programming
Last synced: 02 Aug 2024
https://github.com/bartekpog/modelcreator
Simple python package for creating predictive models
automl estimator machine-learning model-selection package predictive-modeling python sklearn
Last synced: 26 Sep 2024
https://github.com/paveles/Machine_Learning_and_Equity_Index_Returns
Machine Learning and Equity Index Returns
cross-validation machine-learning predictive-modeling stock-market
Last synced: 31 Jul 2024
https://github.com/jananiarunachalam/Data-Science-Portfolio
Data Science Projects Repository
analytics api data-cleaning data-science data-visualization databases deep-learning excel machine-learning numpy pandas plotly predictive-modeling python3 r r-programming sql
Last synced: 08 Aug 2024
https://github.com/shervinnd/btc_close_price_predict_ml
Predicting the price of Bitcoin closes with machine learning method and testing linear modes and using linear regression model.
bitcoin cryptocurrency data data-science datamining finance linear-regression linerregression machine-learning machine-learning-algorithms machinelearning ml numpy pandas predictive-modeling python regression sklearn
Last synced: 26 Sep 2024
https://github.com/mariona-ft/data-mining-mida
MINERIA DE DADES Curs 2023-24 EPSEVG
data-mining data-science data-visualization datascience epsevg ipython-notebook prediccion-de-datos prediction prediction-model predictive-modeling universitat-politecnica-catalunya university-project upc
Last synced: 27 Sep 2024
https://github.com/slatawa/autopredict
auto-predict is a python library to automate building of prediciton models,feature selection and some more handy utilities used in building prediction models.
feature-engineering machine-learning predictive-modeling python3 sklearn
Last synced: 30 Sep 2024
https://github.com/shuyib/pimamlsklearn
Using various supervised learning estimators in Sci-Kit Learn to get the best prediction accuracy if possible for the pima indians dataset.
cross-validation-score datascienceresearch diabetes machine-learning machine-learning-algorithms matplotlib-figures numpy pima-indians-dataset predictive-modeling python-3-5 roc-auc scikit-learn seaborn supervised-learning-estimators test-split-accuracy
Last synced: 01 Oct 2024
https://github.com/jen-uis/loan-status-prediction
This repository contains project materials for the Winter STAT 206 class, University of California, Riverside, A. Gary Anderson School of Management.
data data-analysis data-analytics data-cleaning data-visualization descriptive-analytics julia julia-language jupyter-notebook predictive-analytics predictive-modeling team-collaboration
Last synced: 29 Sep 2024
https://github.com/shadan100/stroke-prediction-analysis
A web based application to predict whether a patient is likely to get stroke based on the input parameters like gender, age, various diseases, and smoking status. Each row in the data provides relevant information about the patient.
artificial-intelligence data-analysis data-science django django-framework jupyter-notebook machine-learning matplotlib pandas predictive-modeling python stroke-prediction web-application
Last synced: 27 Sep 2024
https://github.com/md-emon-hasan/ml-project-car-price-prediction
🚗 End-to-end ML project for predicting car prices based on various features. Includes data preprocessing, model training, and a Flask web for predictions.
car-price-prediction car-price-predictor data-science feature-engineering ml predictive-modeling scikit-learn
Last synced: 26 Sep 2024
https://github.com/zen204/airbnb_availability
A machine learning model that predicts Airbnb listing availability, utilizing feature engineering and supervised learning techniques to improve guest experience and optimize host management.
binary-classification data-analysis data-preprocessing data-visualization feature-engineering machine-learning matplotlib model-evaluation nlp pandas predictive-modeling python scikit-learn seaborn supervised-learning
Last synced: 26 Sep 2024
https://github.com/shadan100/sales-prediction-analysis
The aim is to build a predictive model and find out the sales of each product at a particular store. Using this model, BigMart will try to understand the properties of products and stores which play a key role in increasing sales.
artificial-intelligence data-analysis data-science django django-framework jupyter-notebook machine-learning matplotlib pandas predictive-modeling python sales-prediction
Last synced: 27 Sep 2024
https://github.com/gabrielcrepeault/predictR
friendly UI to create linear models
glm linear-regression predictive-analytics predictive-modeling r shiny visualise-data
Last synced: 13 Aug 2024
https://github.com/Rilfanayasmin/Raven-coding
Practice programming with R and Python on all data science algorithms
data-science machine-learning-algorithms predictive-modeling r-programming statistical-models
Last synced: 13 Aug 2024
https://github.com/kmohamedalie/ibm-data-science-spacex-falcon9
Predicting if SpaceX Falcon 9 first stage landing will be successful using Datascience
astronomy dash-plotly data-science falcon9 folium-python ibm machine-learning-algorithms pptx predictive-modeling rocket spacex spacex-launches
Last synced: 26 Sep 2024
https://github.com/tylerpetri/pytorch-cnn
Pytorch Convolutional Neural Network predictor
convolutional-neural-networks machine-learning predictive-modeling pytorch
Last synced: 26 Sep 2024
https://github.com/pramodkondur/dominoes-timeseriesforecasting
This advanced forecasting tool leverages Long Short-Term Memory (LSTM) networks to predict daily sales for 91 types of pizzas and the required quantities of 64 ingredients. By analyzing historical pizza order data, the system provides accurate future demand forecasts, enabling optimized inventory management and purchase planning.
business-intelligence datascience deep-learning keras lstm-neural-networks machine-learning matplotlib pandas predictive-modeling python real-time-prediction real-world-project sckiit-learn seaborn streamlit tensorflow timeseries-forecasting
Last synced: 29 Sep 2024
https://github.com/abhirajp595/accredian-assignment-ml
Fraud Detection
classification ml predictive-modeling python sklearn supervised-learning
Last synced: 29 Sep 2024
https://github.com/szymon-budziak/real_estate_house_prices_prediction
Predicting real estate house prices using various machine learning algorithms, including data exploration, preprocessing, model training, and evaluation.
data-analysis data-preprocessing data-science eda jupyter-notebook machine-learning matplotlib numpy optuna pandas predictive-modeling price-prediction python random-forest regression scikit-learn seaborn
Last synced: 26 Sep 2024
https://github.com/rociobenitez/injuries_knee_classifier
Predictive model to classify knee injury risk based on biomechanical data using a Random Forest classifier.
jupyter-notebook knee-injuries machine-learning predictive-modeling python random-forest random-forest-classifier sklearn
Last synced: 26 Sep 2024
https://github.com/bhavinpatel4199/machine-learning-framework
This repository, showcases various projects that explore key concepts in both supervised and unsupervised learning, with a focus on real-world applications. The projects utilize a range of machine learning techniques, including data preprocessing, feature selection, exploratory data analysis (EDA), and model optimization.
classification clustering data-science data-structures data-visualization exploratory-data-analysis machine-learning machine-learning-algorithms machine-learning-models pandas-dataframe predictive-modeling preprocessing-data sklearn supervised-learning unsupervised-learning
Last synced: 26 Sep 2024
https://github.com/blakeziegler/used-car-regression
Used Car Regression Kaggle Competition
catboost data-science feature-engineering feature-extraction kaggle-competition machine-learning pandas-dataframe predictive-analytics predictive-modeling xgboost-regression
Last synced: 01 Oct 2024
https://github.com/shuyib/pimadlkeras
Using keras specify-compile-fit- predict workflow on this binary classification problem to investigate if i'll get better predictions.
diabetes hidden-layers keras-neural-networks matplotlib-figures model-validation numpy pima-indians-dataset prediction predictive-modeling python-3-5 seaborn
Last synced: 01 Oct 2024
https://github.com/dendarko/insurance-claim-prediction-using-google-kubernetes-engine-gke-
End-to-end machine learning pipeline for predicting insurance claims, deployed on Google Kubernetes Engine (GKE) using Flask, Docker, and PyCaret.
api data-science deployment flask google-cloud-platform google-kubernetes-engine insurance kubernetes machine-learning predictive-modeling
Last synced: 25 Sep 2024
https://github.com/manish506/loan-approval-prediction
Explore predictive modeling in this project by applying classification techniques to a loan approval dataset. Analyze and preprocess the data, then use models like K-Nearest Neighbors, Random Forest, SVC, and Logistic Regression to predict loan outcomes. Gain insights into approval factors and enhance prediction accuracy.
classification classification-models data-analysis data-science jupyter-notebook loan-approval-prediction machine-learning predictive-analytics predictive-modeling project python
Last synced: 26 Sep 2024
https://github.com/srishtityagii/coursework
Ok let me be honest pigga-chan i just learned that internet is real like 2 days ago. So here i'm experimenting and trying not to die during the process. Anyways, check out this repo i have created exclusively for meow pictures.
jupyter-notebook machine-learning predictive-modeling python statistics
Last synced: 26 Sep 2024
https://github.com/trups39/nyc-green-taxi-trip-analysis
Analyze NYC Green Taxi data, predicting fares and optimizing pickup locations using Regression models uncover travel patterns.
numpy pandas predictive-modeling python3 regression-models skit
Last synced: 26 Sep 2024
https://github.com/datalopes1/pet_adoption
Projeto de Classificação com foco em Predição utilizando o Scikit-learn, com base no dataset 🐾 Predict Pet Adoption Status Dataset 🐾 de Rabie El Kharoua, disponibilizado no Kaggle
data-science jupyter machine-learning predictive-modeling python
Last synced: 27 Sep 2024
