predictive-modeling

There are 21 repositories under predictive-modeling topic.

JWarmenhoven / ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
islr islr-python machine-learning predictive-modeling statistical-learning
Language:Jupyter Notebook 4365
JuliaAI / MLJ.jl
A Julia machine learning framework
machine-learning julia pipelines tuning data-science tuning-parameters predictive-modeling classification regression statistics clustering stacking ensemble-learning pipeline
Language:Julia 1880
mlr-org / mlr
Machine Learning in R
machine-learning data-science tuning cran r-package predictive-modeling classification regression statistics r survival-analysis imbalance-correction tutorial mlr learners hyperparameters-optimization feature-selection multilabel-classification clustering stacking
Language:R 1668
DALEX
ModelOriented / DALEX
moDel Agnostic Language for Exploration and eXplanation (JMLR 2018; JMLR 2021)
machine-learning interpretability data-science xai iml model-visualization dalex explanations explainable-ai explainable-artificial-intelligence predictive-modeling black-box explainable-ml interpretable-machine-learning explanatory-model-analysis responsible-ai responsible-ml fairness
Language:Python 1445
JWarmenhoven / Coursera-Machine-Learning
Coursera Machine Learning - Python code
coursera-machine-learning predictive-modeling andrew-ng
Language:Jupyter Notebook 866
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.
product-analytics user-trajectories-analysis machine-learning predictive-analytics predictive-modeling clickstream business-intelligence segmentation customer-segmentation graph-visualizer user-trajectories web-analytics pandas behaviour-analysis customer-journey-map python library data-visualization machinelearning
Language:Python 859
SMTorg / smt
Surrogate Modeling Toolbox
surrogate-models derivative sampling mixture-of-experts multi-fidelity predictive-modeling machine-learning
Language:Jupyter Notebook 826
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
Language:Python 727
davidtellez / contrastive-predictive-coding
Keras implementation of Representation Learning with Contrastive Predictive Coding
deep-learning representation-learning unsupervised-learning contrastive-loss predictive-modeling
Language:Python 547
jefflai108 / Contrastive-Predictive-Coding-PyTorch
Contrastive Predictive Coding for Automatic Speaker Verification
representation-learning contrastive-loss predictive-modeling unsupervised-learning automatic-speaker-verification
Language:Python 504
timemachines
microprediction / timemachines
Predict time-series with one line of code.
timeseries time-series time-series-analysis timeseries-analysis timeseries-forecasting timeseries-data prediction predictive-modeling prediction-algorithm predictions
Language:Python 432
Atcold / pytorch-CortexNet
PyTorch implementation of the CortexNet predictive model
pytorch video deep-learning predictive-modeling self-supervised unsupervised-learning
Language:Jupyter Notebook 368
MCZhi / GameFormer
[ICCV 2023 Oral] Game-theoretic modeling and learning of Transformer-based interactive prediction and planning
autonomous-driving deep-neural-networks predictive-modeling
Language:Python 318
laresbernardo / lares
Analytics & Machine Learning R Sidekick
r machine-learning analytics visualization r-package data-science rstats automl h2o api automation descriptive-statistics marketing mmm predictive-modeling puzzle rlanguage robyn
Language:R 239
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 feature-engineering feature-learning machine-learning predictive-modeling python-library ai ml mlops relational-learning
Language:C++ 229
pablo14 / data-science-live-book
An open source book to learn data science, data analysis and machine learning, suitable for all ages!
machine-learning data-preparation data-science big-data data-analysis learning predictive-modeling predictive-analysis visualization statistics descriptive-statistics analytics
Language:TeX 226
sfbrigade / data-science-wg
SF Brigade's Data Science Working Group.
data-science inferential-statistics predictive-modeling data-visualization code-for-sf san-francisco code-for-america
Language:Jupyter Notebook 193
jczic / MicroMLP
A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)
micropython neural-network multilayer-perceptron mlp ai deep-learning esp32 lopy wipy hc2 pycom ann artificial-intelligence neurons machine-learning predictive-modeling deeplearning qlearning q-learning
Language:Python 190
aml4td / website
Website sources for Applied Machine Learning for Tabular Data
classification-models machine-learning predictive-modeling quarto quartopub regression-models statistical-learning
Language:TeX 152
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
Language:Jupyter Notebook 138
kennedyCzar / STOCK-RETURN-PREDICTION-USING-KNN-SVM-GUASSIAN-PROCESS-ADABOOST-TREE-REGRESSION-AND-QDA
Forecast stock prices using machine learning approach. A time series analysis. Employ the Use of Predictive Modeling in Machine Learning to Forecast Stock Return. Approach Used by Hedge Funds to Select Tradeable Stocks
stock prediction predictive-modeling predictive-analysis guassian-processes svm-classifier knn-classifier adaboost decision-tree parameter-tuning gridsearchcv pipeline random-forest quadratic-discriminant-analysis logistic-regression algorithmic-trading stocks
Language:Jupyter Notebook 135
NBA-Predict
JakeKandell / NBA-Predict
Predicts Daily NBA Games Using a Logistic Regression Model
nba-prediction nba-analytics nba-stats nba logistic-regression model prediction predictive-modeling scikit-learn pandas python python3 data-science
Language:Python 133
bhrnjica / anndotnet
ANNdotNET - deep learning tool on .NET Platform.
ann ml machine-learning cntk net netcore predictive-modeling
Language:Rich Text Format 129
HannaMeyer / CAST
Developer Version of the R package CAST: Caret Applications for Spatio-Temporal models
caret machine-learning autocorrelation spatial spatio-temporal overfitting feature-selection variable-selection predictive-modeling
Language:R 125
ianscottknight / Predicting-Myers-Briggs-Type-Indicator-with-Recurrent-Neural-Networks
myers-briggs mbti mbti-personality rnn recurrent-neural-networks keras keras-neural-networks trump-tweets trump predictive-modeling nlp nlp-machine-learning personality-traits social-media classification machine-learning textual-data tf-idf lemmatization
Language:Python 124
martineastwood / penaltyblog
⚽ High-performance football analytics toolkit: build data pipelines, scrape data, model matches, rank teams, and bet smarter | Powered by pena.lt/y/blog 🚀
football soccer poisson-model betting-strategies data-science elo-rating fantasy-football football-data match-predictions predictive-modeling python sports-analytics sports-betting pi-rating ranked-probability-score cython betting betting-models betting-odds arbitrage
Language:Python 117
ychuest / Awesome-LLMs-meet-genomes
Explore a comprehensive collection of basic theories, applications, papers, and best practices about Large Language Models (LLMs) in genomes.
bioinformatics downstream-tasks genome graph llms prediction predictive-modeling
104
rick12000 / confopt
A Library for Conformal Hyperparameter Tuning
automl conformal-prediction hyperparameter-optimization hyperparameter-tuning inferential-statistics machine-learning predictive-modeling
Language:Python 103
sankeshyadav98 / Google-Advanced-Data-Analytics-Professional-Certificate
The Google Advanced Data Analytics Certificate contains information on how to use machine learning, predictive modeling, and experimental design to collect and analyze large amounts of data, and prepare for jobs like Senior Data Analyst and Junior Data Scientist.
data-analysis data-science data-visualization exploratory-data-analysis juypter-notebook kaggle machine-learning predictive-modeling python-programming regression-models statistical-analysis tableau
Language:Jupyter Notebook 101
jxx123 / fireTS
A python multi-variate time series prediction library working with sklearn
time-series machine-learning predictive-modeling time-series-prediction time-series-analysis autoregression nonlinear-timeseries-analysis narx nonlinear-time-series
Language:Python 100
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
Language:R 80
anantgupta129 / Solar-Power-Generation-Forecasting
Prediction of Solar Power Generated by a power plant using artificial neural networks
artificial-neural-networks tensorflow predictive-modeling data-science data-visualization data-analysis
Language:Jupyter Notebook 78
data-science-journal
chrisluedtke / data-science-journal
Personal repository of data science demonstrations and references
datascience descriptive-statistics linear-algebra machine-learning predictive-modeling python regression
Language:Jupyter Notebook 77
ayueme / R_clinical_model
R语言实战临床预测模型
predictive-modeling r medical
73
beimingliu / AdvancedMachineLearning
A collection of machine learning projects
machine-learning time-series predictive-analysis predictive-modeling
Language:Jupyter Notebook 73
thtang / ML2017FALL
Machine Learning (EE 5184) in NTU
machine-learning pm25 predictive-modeling text-classification image-classification sentiment-analysis sentiment-classification recommendation-algorithm recommender-system rnn cnn unsupervised-learning clustering
Language:Jupyter Notebook 69

predictive-modeling

JWarmenhoven / ISLR-python

JuliaAI / MLJ.jl

mlr-org / mlr

ModelOriented / DALEX

JWarmenhoven / Coursera-Machine-Learning

retentioneering / retentioneering-tools

SMTorg / smt

Mariewelt / OpenChem

davidtellez / contrastive-predictive-coding

jefflai108 / Contrastive-Predictive-Coding-PyTorch

microprediction / timemachines

Atcold / pytorch-CortexNet

MCZhi / GameFormer

laresbernardo / lares

getml / getml-community

pablo14 / data-science-live-book

sfbrigade / data-science-wg

jczic / MicroMLP

aml4td / website

dirkhovy / text_analysis_for_social_science

kennedyCzar / STOCK-RETURN-PREDICTION-USING-KNN-SVM-GUASSIAN-PROCESS-ADABOOST-TREE-REGRESSION-AND-QDA

JakeKandell / NBA-Predict

bhrnjica / anndotnet

HannaMeyer / CAST

ianscottknight / Predicting-Myers-Briggs-Type-Indicator-with-Recurrent-Neural-Networks

martineastwood / penaltyblog

ychuest / Awesome-LLMs-meet-genomes

rick12000 / confopt

sankeshyadav98 / Google-Advanced-Data-Analytics-Professional-Certificate

jxx123 / fireTS

duttashi / learnr

anantgupta129 / Solar-Power-Generation-Forecasting

chrisluedtke / data-science-journal

ayueme / R_clinical_model

beimingliu / AdvancedMachineLearning

thtang / ML2017FALL