In which I try to demystify the fundamental concepts behind Bayesian deep learning.
☆122Nov 29, 2017Updated 8 years ago
Alternatives and similar repositories for bayesian-deep-learning-demystified
Users that are interested in bayesian-deep-learning-demystified are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A collection of Bayesian data analysis recipes using PyMC3☆561May 16, 2026Updated 2 months ago
- Doing Bayesian statistics in Python!☆68Jan 31, 2018Updated 8 years ago
- Crash course to master gradient-based machine learning. Also secretly a JAX course in disguise!☆235Feb 12, 2024Updated 2 years ago
- An introduction to network analysis and applied graph theory using Python and NetworkX☆1,117Updated this week
- A list of notes on Bayesian deep learning papers☆53Aug 6, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A collection of IPython Notebooks containing my research.☆20Aug 21, 2018Updated 7 years ago
- Personal summaries of deep learning and AI papers☆30Jan 10, 2021Updated 5 years ago
- ☆12Nov 14, 2025Updated 9 months ago
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆708Oct 4, 2021Updated 4 years ago
- Sequential Monte Carlo sampler for PyMC2 models.☆14Apr 4, 2018Updated 8 years ago
- BUS 41204: Machine Learning -- Winter 2016☆11Mar 3, 2017Updated 9 years ago
- A Bayesian Data Augmentation Approach for Learning Deep Models in Keras. Here is the link to a pytorch version: https://github.com/toant…☆25Oct 4, 2017Updated 8 years ago
- Building a Bayesian deep learning classifier☆491Oct 30, 2017Updated 8 years ago
- ☆13Nov 8, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Repository for the ML Technology Readiness Levels framework☆43Jul 19, 2024Updated 2 years ago
- Slides and materials for workshop on "Two views on regression with PyMC3 and scikit-learn"☆18Apr 6, 2023Updated 3 years ago
- Implementation of Bayesian NNs in Pytorch (https://arxiv.org/pdf/1703.02910.pdf) (With some help from https://github.com/Riashat/Deep-Ba…☆31Sep 7, 2021Updated 4 years ago
- Bayesian Deep Learning Benchmarks☆672Mar 24, 2023Updated 3 years ago
- Experiments in Bayesian Machine Learning☆66Jul 6, 2019Updated 7 years ago
- Implementation of MAML in numpy, deriving gradients and implementing backprop manually☆14Nov 15, 2018Updated 7 years ago
- Causal, Higher-Order, Probabilistic Programming☆178Oct 21, 2025Updated 9 months ago
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆876Jun 15, 2020Updated 6 years ago
- Python standalone file to rename all files in the current directory to their hashsum☆17Nov 24, 2018Updated 7 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Materials for "Bayesian Methods for Machine Learning" Coursera MOOC☆138Sep 9, 2020Updated 5 years ago
- Repository for a workshop on Complexity Science☆40Sep 6, 2021Updated 4 years ago
- Visualization tool for changing networks☆20May 11, 2018Updated 8 years ago
- A package with different implementations of weighted random sampling without replacement in R☆20Updated this week
- Probabilistic Programming in Julia☆14Mar 19, 2024Updated 2 years ago
- CDSeq MATLAB code. CDSeq is a novel computational complete deconvolution method for dissecting tissue heterogeneity.☆11Oct 10, 2020Updated 5 years ago
- ☆12Dec 21, 2021Updated 4 years ago
- Introduction to web scraping and text mining☆48Feb 7, 2020Updated 6 years ago
- Turing + Makie = Turkie☆74Jul 2, 2026Updated last month
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Smart adaptive recommendations☆22Apr 13, 2025Updated last year
- ☆15Sep 5, 2016Updated 9 years ago
- Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE☆14May 3, 2018Updated 8 years ago
- Presented at Scipy Conference 2019☆130Mar 22, 2020Updated 6 years ago
- Source Code for 'Deep Learning with Python, 2nd Edition' by Nikhil Ketkar and Jojo John Moolayil☆16Aug 13, 2024Updated 2 years ago
- Code for our EMNLP 2020 paper "Uncertainty-Aware Label Refinement for Sequence Labeling"☆22Oct 4, 2020Updated 5 years ago
- A simple multicohort LTV calculator for subscriptions☆11Mar 7, 2023Updated 3 years ago