There are 17 repositories under predictive-modeling topic.
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
A Julia machine learning framework
moDel Agnostic Language for Exploration and eXplanation
Coursera Machine Learning - Python code
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.
Keras implementation of Representation Learning with Contrastive Predictive Coding
Contrastive Predictive Coding for Automatic Speaker Verification
Predict time-series with one line of code.
PyTorch implementation of the CortexNet predictive model
Analytics & Machine Learning R Sidekick
An open source book to learn data science, data analysis and machine learning, suitable for all ages!
SF Brigade's Data Science Working Group.
[ICCV 2023 Oral] Game-theoretic modeling and learning of Transformer-based interactive prediction and planning
Code for the CUP Elements on text analysis in Python for social scientists
Predicts Daily NBA Games Using a Logistic Regression Model
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
Developer Version of the R package CAST: Caret Applications for Spatio-Temporal models
Fast, high-quality forecasts on relational and multivariate time-series data powered by new feature learning algorithms and automated ML.
Personal repository of data science demonstrations and references
Machine Learning (EE 5184) in NTU
MachineShop: R package of models and tools for machine learning
[CoRL 2020] Learning 3D Dynamic Scene Representations for Robot Manipulation
Prediction of Solar Power Generated by a power plant using artificial neural networks
This repository provides the code examples for the corresponding blog posts. In case you have questions, feel free to contact me directly.
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.
Lectures for Introduction to Data Science for Public Policy (PPOL 670-01)