predictive-modeling

There are 16 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 4214
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
Language:Julia 1734
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 1634
DALEX
ModelOriented / DALEX
moDel Agnostic Language for Exploration and eXplanation
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 1334
JWarmenhoven / Coursera-Machine-Learning
Coursera Machine Learning - Python code
andrew-ng coursera-machine-learning predictive-modeling
Language:Jupyter Notebook 863
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.
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
Language:Python 768
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 662
SMTorg / smt
Surrogate Modeling Toolbox
derivative machine-learning mixture-of-experts multi-fidelity predictive-modeling sampling surrogate-models
Language:Jupyter Notebook 630
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 514
jefflai108 / Contrastive-Predictive-Coding-PyTorch
Contrastive Predictive Coding for Automatic Speaker Verification
automatic-speaker-verification contrastive-loss predictive-modeling representation-learning unsupervised-learning
Language:Python 469
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 381
Atcold / pytorch-CortexNet
PyTorch implementation of the CortexNet predictive model
pytorch video deep-learning predictive-modeling self-supervised unsupervised-learning
Language:Jupyter Notebook 361
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
Language:R 230
pablo14 / data-science-live-book
An open source book to learn data science, data analysis and machine learning, suitable for all ages!
analytics big-data data-analysis data-preparation data-science descriptive-statistics learning machine-learning predictive-analysis predictive-modeling statistics visualization
Language:TeX 217
sfbrigade / data-science-wg
SF Brigade's Data Science Working Group.
code-for-america code-for-sf data-science data-visualization inferential-statistics predictive-modeling san-francisco
Language:Jupyter Notebook 183
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 176
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 173
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 132
bhrnjica / anndotnet
ANNdotNET - deep learning tool on .NET Platform.
ann ml machine-learning cntk net netcore predictive-modeling
Language:Rich Text Format 126
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 119
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 117
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 106
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 104
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 89
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 82
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 78
data-science-journal
chrisluedtke / data-science-journal
Personal repository of data science demonstrations and references
datascience regression descriptive-statistics predictive-modeling machine-learning linear-algebra python
Language:Jupyter Notebook 72
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 68
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 67
brian-j-smith / MachineShop
MachineShop: R package of models and tools for machine learning
r machine-learning predictive-modeling classification-models regression-models survival-models
Language:R 62
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 57
Sundar0989 / EndtoEnd---Predictive-modeling-using-Python
predictive-modeling framework python end-to-end
Language:Jupyter Notebook 57
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 54
real-stanford / dsr
[CoRL 2020] Learning 3D Dynamic Scene Representations for Robot Manipulation
predictive-modeling representation-learning robotics
Language:Python 54
oborchers / Medium_Repo
This repository provides the code examples for the corresponding blog posts. In case you have questions, feel free to contact me directly.
data-science data-science-notebooks machine-learning machine-learning-algorithms blog blogging deep-learning neural-networks natural-language-processing predictive-analytics predictive-modeling marketing business-analytics
Language:Jupyter Notebook 50
SigmaMonstR / data-science
Lectures for Introduction to Data Science for Public Policy (PPOL 670-01)
data-science data-manipulation spatial-data data-analysis unsupervised-learning supervised-learning r predictive-modeling
Language:HTML 45

predictive-modeling

JWarmenhoven / ISLR-python

JuliaAI / MLJ.jl

mlr-org / mlr

ModelOriented / DALEX

JWarmenhoven / Coursera-Machine-Learning

retentioneering / retentioneering-tools

Mariewelt / OpenChem

SMTorg / smt

davidtellez / contrastive-predictive-coding

jefflai108 / Contrastive-Predictive-Coding-PyTorch

microprediction / timemachines

Atcold / pytorch-CortexNet

laresbernardo / lares

pablo14 / data-science-live-book

sfbrigade / data-science-wg

MCZhi / GameFormer

jczic / MicroMLP

dirkhovy / text_analysis_for_social_science

bhrnjica / anndotnet

JakeKandell / NBA-Predict

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

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

HannaMeyer / CAST

jxx123 / fireTS

getml / getml-community

duttashi / learnr

chrisluedtke / data-science-journal

thtang / ML2017FALL

aml4td / website

brian-j-smith / MachineShop

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

Sundar0989 / EndtoEnd---Predictive-modeling-using-Python

anantgupta129 / Solar-Power-Generation-Forecasting

real-stanford / dsr

oborchers / Medium_Repo

SigmaMonstR / data-science