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Projects in Awesome Lists by fonnesbeck
A curated list of projects in awesome lists by fonnesbeck .
https://github.com/fonnesbeck/statistical-analysis-python-tutorial
Statistical Data Analysis in Python
Last synced: 30 Sep 2024
https://github.com/fonnesbeck/bios8366
Advanced Statistical Computing at Vanderbilt University Medical Center's Department of Biostatistics
Last synced: 01 Nov 2024
https://github.com/fonnesbeck/Bios8366
Advanced Statistical Computing at Vanderbilt University Medical Center's Department of Biostatistics
Last synced: 07 Aug 2024
https://github.com/fonnesbeck/scipysuperpack
Recent builds of Numpy, Scipy, Matplotlib, iPython and PyMC for OSX
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/ScipySuperpack
Recent builds of Numpy, Scipy, Matplotlib, iPython and PyMC for OSX
Last synced: 31 Oct 2024
https://github.com/fonnesbeck/scipy2014_tutorial
Tutorial: Bayesian Statistical Analysis in Python
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/intro_stat_modeling_2017
Introduction to Statistical Modeling with Python (PyCon 2017)
Last synced: 27 Oct 2024
https://github.com/fonnesbeck/gp_regression
A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)
Last synced: 27 Oct 2024
https://github.com/fonnesbeck/mcmc_pydata_london_2019
PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3
Last synced: 27 Oct 2024
https://github.com/fonnesbeck/pytenn2014_tutorial
PyTennessee 2014: Statistical Data Analysis in Python
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/bios6301
Biostatistics 301: Introduction to Statistical Computing
Last synced: 28 Oct 2024
https://github.com/fonnesbeck/pymc3_datasciencela
PyMC3 tutorial for DataScience LA (January 2017)
Last synced: 28 Oct 2024
https://github.com/fonnesbeck/probabilistic_python
PyData London 2022 Tutorial
Last synced: 28 Oct 2024
https://github.com/fonnesbeck/multilevel_modeling
Tutorial on multilevel modeling, using Gelman radon example
Last synced: 28 Oct 2024
https://github.com/fonnesbeck/stan_workshop_2016
Bayesian Modeling using Stan in R (May/June 2016)
Last synced: 28 Oct 2024
https://github.com/fonnesbeck/scipy2015_tutorial
Computational Statistics II Tutorial at SciPy 2015
Last synced: 28 Oct 2024
https://github.com/fonnesbeck/bayes_tutorial_2019
Introductory overview of Bayesian inference
Last synced: 28 Oct 2024
https://github.com/fonnesbeck/pymc3_oslo
Probabilistic programming in Python workshop at Oslo universitetssykehus HF
Last synced: 28 Oct 2024
https://github.com/fonnesbeck/enar_2019_tutorial
A Primer on Python for Statistical Programming and Data Science
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/pymc3_euss
Course in Probabilistic Programming in Python for the 2018 EU Summer School
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/bayes_course_2022
Probabilistic Programming and Bayesian Computing with PyMC
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/computationalmethodscourse
iPython notebook for Computational Methods for Data Analysis course on Coursera
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/bayes_course_dec_2023
Probabilistic Programming and Bayesian Computing with PyMC
Last synced: 28 Oct 2024
https://github.com/fonnesbeck/bayes_course_july2020
Course materials for short course on Bayesian computation
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/bayes_pydata_london_2024
Probabilistic Programming and Bayesian Computing with PyMC
Last synced: 28 Oct 2024
https://github.com/fonnesbeck/ngcm_pandas_2017
Python data analysis course for 2017 NGCM Summer Academy
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/scientific-python-workshop
Scientific Python Programming Workshop, April 2016 Australia
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/ngcm_sklearn_2017
scikit-learn course for 2017 NGCM Summer Academy
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/hierarchical_models_sports_analytics
Developing Hierarchical Models for Sports Analytics
Last synced: 28 Oct 2024
https://github.com/fonnesbeck/ngcm_pandas_course
Python data analysis course for 2015 NGCM Summer Academy
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/gp_tutorial_pydata
PyData San Luis 2017 Tutorial: An Introduction to Gaussian Processes in PyMC3
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/bayes_course_june_2024
Probabilistic Programming and Bayesian Computing with PyMC
Last synced: 28 Oct 2024
https://github.com/fonnesbeck/statisticallearninginpython
Implementing Hastie and Tibshirani's Course in Python
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/bayesian_mixer_london_2017
Fitting Gaussian process models in PyMC3: Bayesian Mixer London 2017 seminar
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/pymc_workshop
One-day workshop on probabilistic programming with PyMC
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/election_pycast
PyMC3 implementation of Drew Linzer’s dynamic Bayesian election forecasting model
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/jupyter_for_reproducible_research
Jupyter for Reproducible Research
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/intro_to_pandas
A short introductory workshop on Pandas for applied users
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/gp_showdown
A comparison of Gaussian process fitting packages in Python
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/bayesian_workflow
Bayesian best practices in PyMC
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/pymc_sdss_2024
SDSS 2024 Course: Probabilistic Programming and Bayesian Computing with PyMC
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/cqs_machine_learning
2018 CQS Summer Institute course in machine learning
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/basic_bayes
Basic Bayesian analysis for comparing two groups with continuous and binary outcomes
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/dqn_rl_outbreak_response
Deep Q-learning for Disease Outbreak Decision Modeling
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/nctc_course
Markov Decision Processes and Dynamic Optimization module at NCTC, March 2015
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/bayes_mixer_2023
London Bayes Mixer presentation, June 2023
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/tensorflow_demo
Quick tutorial on neural networks and TensorFlow
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/plotly_bayes
Bayesian analysis for Python with Plotly graphics
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/bimodal-bilateral
Outcomes in Children with Bilateral Cochlear implants and Bimodal Hearing
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/framingham_risk
Functions for calculating the Framingham Risk Score (FRS)
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/bayesball
Probabilistic models for the analysis of baseball data
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/bmi_python_tutorial
Brief Python tutorial for Vanderbilt Biomedical Informatics big data class
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/usershootout
useR session on comparing statistical computing languages
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/fonnesbeck.github.io
Strong Inference website
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/bootcamp_python
Python files for Vanderbilt University Software Carpentry Bootcamp
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/autism_intervention_ma
Meta-analysis of Autism Intervention Effectiveness
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/healthpolicypython
Python programming workshop for Vanderbilt's Department of Health Policy, December 16, 2015
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/dbmi_seminar_2018
VUMC Seminar Series talk, October 2018
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/ebola_data_processing
Example of importing and cleaning external data
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/ngcm_pandas_2016
Python data analysis course for 2016 NGCM Summer Academy
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/disruptive_behavior_disorder_ma
Meta-analysis of psychosocial interventions for disruptive behavior disorder (DBD)
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/jupyter-ds
Docker containers for serving up Jupyter
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/charlestonlanesanalysis
Development of shipping lanes recommendations for Port of Charleston based on right whale activity
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/sdm_tools
Decision Analysis Tools Course (March 2015)
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/neurips_2018_talk
PyMC's Big Adventure (MLOSS Workshop 2018)
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/mbsr_intervention_study
Mindfulness-based stress reduction (MBSR) intervention study for autism outcomes
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/autism_screening
Meta-analysis of autism screening tools
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/ccasanetrcourse
Support materials for CCASAnet's R short course
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/ahrq_complex_interventions
AHRQ Tools for Systematic Reviews of Complex Interventions (Bayesian Inference)
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/pmi_example
Example models for Precision Medicine Initiative planning
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/git_training
Training repository for Bios301 students
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/pkumetaanalysis
Vanderbilt EPC meta-analysis on PKU supplementary materials
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/bayesian_marcel
Bayesian implementation of Tango's MARCEL projection system
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/stronginference
Pelican CMS for Strong Inference
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/kawasaki
IVIG treatment response for Kawasaki disease
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/journal-of-the-royal-society-interface-template
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/mongolia_measles
Mongolia measles outbreak intervention modeling
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/saopaulomeasles
Model of 1997 measles outbreak in Sao Paulo, Brazil
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/psychosocial_determinants_bmi
Psychosocial determinants of weight study using the Healthy Weight Cohort
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/tonsillectomy_ma
Meta-analysis of tonsillectomy interventions for Vanderbilt EPC comparative effectiveness review
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/uterine_fibroids_ma
Meta-analysis of uterine fibroids treatment outcomes
clinical-research meta-analysis pymc3 python statistics
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/infantile_hemangioma_ma
Meta-analysis of pharmacologic interventions for the treatment of infantile hemangioma
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/asd_ml
Machine learning methods for estimating ASD prevalence
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/bayesian_modeling_docker
Docker configuration for Bayesian modeling in Python
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/asd_cer_update
Update to autism comparative effectiveness review
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/aou_jupyter_tutorials
Jupyter tutorials for All of Us workbench users
Last synced: 11 Oct 2024
https://github.com/fonnesbeck/vessel-compliance-analysis
Vessel Operations and Compliance Statistical Analysis
Last synced: 11 Oct 2024