UCIDataScienceInitiative / AdvPredictiveModeling_withPythonLinks
Jupyter Notebooks for Adv. Predictive Modeling Course
☆15Updated 8 years ago
Alternatives and similar repositories for AdvPredictiveModeling_withPython
Users that are interested in AdvPredictiveModeling_withPython are comparing it to the libraries listed below
Sorting:
- Course in Probabilistic Programming in Python for the 2018 EU Summer School☆23Updated 7 years ago
- Book: Practical Probabilistic Machine Learning in Python☆10Updated 4 years ago
- Dynamical linear modeling (DLM) regression code for analysis of atmospheric time-series data.☆25Updated 5 years ago
- Machine Learning vs Statistical Methods for Time Series Forecasting: Size Matters☆41Updated last month
- Particle Gibbs for Bayesian Additive Regression Trees☆33Updated 10 years ago
- python library implementing ensemble methods for regression, classification and visualisation tools including Voronoi tesselations.☆126Updated 5 years ago
- ☆64Updated 7 years ago
- A library of scalable Bayesian generalised linear models with fancy features☆60Updated 8 years ago
- timeseries prediction using dynamic linear models and LSTM☆13Updated 8 years ago
- Introductory overview of Bayesian inference☆43Updated 6 years ago
- Tutorial on interpreting and understanding machine learning models☆69Updated 7 years ago
- PyData San Luis 2017 Tutorial: An Introduction to Gaussian Processes in PyMC3☆15Updated 8 years ago
- Presented at Scipy Conference 2019☆127Updated 5 years ago
- scikit-extremes is a basic statistical package to perform univariate extreme value calculations using Python☆42Updated 3 years ago
- Matlab toolbox for dynamic linear models☆13Updated 4 years ago
- Material for the Advanced Scientific Programming in Python course on data visualization☆17Updated 7 years ago
- Frequency and time-frequency analysis for irregularly sampled time series☆25Updated 7 years ago
- repo for my ODSC West 2017 Talk: "Livecoding Madness: Let's Build a Deep Learning Library"☆13Updated 8 years ago
- Compute set of important operations for HCTSA code☆27Updated 5 years ago
- Interactive visualization of machine learning model evaluation metrics☆66Updated 6 years ago
- ☆14Updated 5 years ago
- Python 3.7 version of David Barber's MATLAB BRMLtoolbox☆27Updated 7 years ago
- A Primer on Python for Statistical Programming and Data Science☆26Updated 6 years ago
- Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.☆105Updated 6 years ago
- Keras framework for autocovariance-based dimensionality reduction of time series data with deep neural networks.☆32Updated 8 years ago
- Tigramite is a time series analysis python module for linear and information-theoretic causal inference. Version 3.0 described in http://…☆33Updated 8 years ago
- Code and data for a simulation project aimed at computing statistical power for various dimensionality reduction and clustering algorithm…☆13Updated 5 years ago
- Reproducible & Collaborative Data Science, Fall 2017 - Main class website☆23Updated 8 years ago
- Python implementation of plot from Kay, Kola, Hullman, Munson "When (ish) is My Bus?" (2016)☆18Updated 6 years ago
- Inference case studies in jupyter☆93Updated 7 years ago