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21 search results found

Causalnex ⭐ 2,109

A Python library that helps data scientists to infer causation rather than observing correlation.

Pymc Resources ⭐ 1,838

PyMC educational resources

A resource list for causality in statistics, data science and physics

Probflow ⭐ 108

A Python package for building Bayesian models with TensorFlow or PyTorch

A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning within Monte Carlo methods.

Bayesian Cognitive Modeling In Pymc3 ⭐ 90

PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course

Pymc Example Project ⭐ 87

Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.

Planet_sakaar_data_science ⭐ 53

A colourful collection of codes and notebooks, like Planet Sakaar

Artificial_neural_networks ⭐ 35

A collection of Methods and Models for various architectures of Artificial Neural Networks

Astrostatistics_bicocca_2023 ⭐ 32

Astrostatistics and Machine Learning class for the MSc degree in Astrophysics at the University of Milan-Bicocca (Italy)

Datascience ⭐ 17

My data science projects, in Python and R, about statistical learning and Bayesian inference.

Awesome Ai Tutorials ⭐ 15

The best collection of AI tutorials to make you a boss of Data Science!

Conjugate ⭐ 15

Bayesian Conjugate Models in Python

19 Questions ⭐ 15

A machine learning / bayesian inference engine assigning attributes to objects

Mathepideeplearning ⭐ 15

Awesome-spatial-temporal-data-mining-packages. Julia and Python resources on spatial and temporal data mining. Mathematical epidemiology as an application. Most about package information. Data Sources Links and Epidemic Repos are also included. Keep updating.

Generation of Synthetic Populations Library

Sossmlj.jl ⭐ 12

SossMLJ makes it easy to build MLJ machines from user-defined models from the Soss probabilistic programming language

Artificial_curiosity ⭐ 12

Adaptive Reinforcement Learning of curious AI basketball agents

Bodywork Pymc3 Project ⭐ 8

Serving Uncertainty with Bayesian inference, using PyMC3 with Bodywork

Hierarchical Irm ⭐ 8

Probabilistic structure discovery for rich relational systems

Some collection of codes that are used in data mining and data science related fields, developed by me

Pymc Advi Hmc Demo ⭐ 5

Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.

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