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predictive-modeling

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JWarmenhoven /ISLR-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

machine-learning statistical-learning predictive-modeling islr islr-python

UpdatedOct 27, 2022
Jupyter Notebook

JuliaAI /MLJ.jl

A Julia machine learning framework

data-science machine-learning statistics pipeline clustering julia pipelines regression tuning classification ensemble-learning predictive-modeling tuning-parameters stacking

UpdatedNov 24, 2025
Julia

mlr-org /mlr

Machine Learning in R

data-science machine-learning cran tutorial r statistics clustering regression feature-selection tuning classification survival-analysis r-package hyperparameters-optimization predictive-modeling imbalance-correction mlr learners stacking multilabel-classification

UpdatedAug 22, 2025
R

DALEX

ModelOriented /DALEX

moDel Agnostic Language for Exploration and eXplanation

black-box data-science machine-learning predictive-modeling fairness interpretability explainable-artificial-intelligence explanations explainable-ai explainable-ml xai model-visualization interpretable-machine-learning iml dalex responsible-ai responsible-ml explanatory-model-analysis

UpdatedOct 19, 2025
Python

retentioneering-tools

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.

python machine-learning library web-analytics pandas data-visualization business-intelligence segmentation machinelearning predictive-modeling predictive-analytics clickstream product-analytics customer-segmentation customer-journey-map behaviour-analysis user-trajectories-analysis graph-visualizer user-trajectories

UpdatedDec 8, 2025
Python

JWarmenhoven /Coursera-Machine-Learning

Coursera Machine Learning - Python code

predictive-modeling coursera-machine-learning andrew-ng

UpdatedOct 1, 2020
Jupyter Notebook

SMTorg /smt

Surrogate Modeling Toolbox

machine-learning derivative sampling predictive-modeling surrogate-models mixture-of-experts multi-fidelity

UpdatedDec 15, 2025
Jupyter Notebook

Mariewelt /OpenChem

OpenChem: Deep Learning toolkit for Computational Chemistry and Drug Design Research

machine-learning deep-neural-networks deep-learning computational-biology pytorch computational-chemistry drug-discovery drug-design predictive-modeling graph-convolutional-networks qsar

UpdatedNov 26, 2023
Python

davidtellez /contrastive-predictive-coding

Keras implementation of Representation Learning with Contrastive Predictive Coding

deep-learning representation-learning predictive-modeling unsupervised-learning contrastive-loss

UpdatedJun 19, 2019
Python

jefflai108 /Contrastive-Predictive-Coding-PyTorch

Contrastive Predictive Coding for Automatic Speaker Verification

representation-learning predictive-modeling unsupervised-learning contrastive-loss automatic-speaker-verification

UpdatedOct 29, 2019
Python

timemachines

microprediction /timemachines

Predict time-series with one line of code.

timeseries time-series prediction predictions predictive-modeling prediction-algorithm time-series-analysis timeseries-data timeseries-analysis timeseries-forecasting

UpdatedOct 21, 2024
Python

Atcold /pytorch-CortexNet

PyTorch implementation of the CortexNet predictive model

video deep-learning pytorch predictive-modeling unsupervised-learning self-supervised

UpdatedNov 28, 2018
Jupyter Notebook

MCZhi /GameFormer

[ICCV 2023 Oral] Game-theoretic modeling and learning of Transformer-based interactive prediction and planning

deep-neural-networks predictive-modeling autonomous-driving

UpdatedMar 8, 2024
Python

laresbernardo /lares

Analytics & Machine Learning R Sidekick

visualization api marketing data-science machine-learning automation r puzzle analytics h2o rstats r-package predictive-modeling descriptive-statistics mmm automl rlanguage robyn

UpdatedNov 26, 2025
R

getml-community

getml /getml-community

Fast, high-quality forecasts on relational and multivariate time-series data powered by new feature learning algorithms and automated ML.

data-science machine-learning ai python-library ml feature-engineering predictive-modeling relational-learning feature-learning mlops

UpdatedOct 27, 2025
C++

pablo14 /data-science-live-book

An open source book to learn data science, data analysis and machine learning, suitable for all ages!

visualization learning data-science machine-learning statistics big-data analytics data-analysis predictive-analysis predictive-modeling data-preparation descriptive-statistics

UpdatedApr 14, 2024
TeX

sfbrigade /data-science-wg

SF Brigade's Data Science Working Group.

data-science data-visualization san-francisco inferential-statistics predictive-modeling code-for-sf code-for-america

UpdatedSep 22, 2021
Jupyter Notebook

jczic /MicroMLP

A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)

machine-learning qlearning ai deep-learning neural-network micropython esp32 q-learning artificial-intelligence neurons deeplearning mlp predictive-modeling ann lopy wipy pycom multilayer-perceptron hc2

UpdatedDec 23, 2020
Python

aml4td /website

Website sources for Applied Machine Learning for Tabular Data

machine-learning statistical-learning predictive-modeling regression-models quarto classification-models quartopub

UpdatedDec 1, 2025
HTML

dirkhovy /text_analysis_for_social_science

Code for the CUP Elements on text analysis in Python for social scientists

analysis text-classification clustering text-analysis prediction embeddings neural-networks topic-modeling data-analysis predictive-modeling social-sciences classification-models

UpdatedSep 11, 2022
Jupyter Notebook

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