glouppe / info8004-advanced-machine-learning
Lectures for INFO8004 Advanced Machine Learning, ULiège
☆105Updated 10 months ago
Alternatives and similar repositories for info8004-advanced-machine-learning:
Users that are interested in info8004-advanced-machine-learning are comparing it to the libraries listed below
- Materials for "Bayesian Methods for Machine Learning" Coursera MOOC☆133Updated 4 years ago
- Bayesian Bandits☆68Updated last year
- Mathematics of Deep Learning, Courant Insititute, Spring 19☆273Updated 5 years ago
- Notebooks for "Probabilistic Machine Learning" book☆202Updated 2 years ago
- ☆63Updated 6 years ago
- ☆274Updated 4 years ago
- Lectures for INFO8002 - Large-scale Data Systems, ULiège☆64Updated 2 years ago
- Materials of the Nordic Probabilistic AI School 2019.☆129Updated 4 years ago
- Essay on Hamiltonian Monte Carlo in PyMC3☆14Updated last year
- Materials for DATS0001 Foundations of Data Science, ULiège☆39Updated 2 months ago
- Code repository for the generalized Galton board example in the paper "Mining gold from implicit models to improve likelihood-free infere…☆33Updated 5 years ago
- A probabilistic programming system for simulators and high-performance computing (HPC), based on PyTorch☆392Updated 8 months ago
- legend☆198Updated last year
- Just a little MCMC☆219Updated 7 months ago
- In which I try to demystify the fundamental concepts behind Bayesian deep learning.☆123Updated 7 years ago
- Material for my Caltech tutorial on deep learning and tensor methods☆70Updated 6 years ago
- List of resources for bayesian inference☆155Updated 5 years ago
- Experiments in Bayesian Machine Learning☆69Updated 5 years ago
- Materials for class on topics in deep learning (STAT 991, UPenn/Wharton)☆94Updated 2 years ago
- Graduate topics course on learning discrete latent structure.☆66Updated 6 years ago
- Understanding ML and deep learning through geometry☆158Updated 3 years ago
- Materials for Bayesian Methods in Machine Learning Course☆88Updated 2 months ago
- MLSS2019 Tutorial on Bayesian Deep Learning☆92Updated 5 years ago
- Automatic differentiation + optimization☆104Updated 5 years ago
- Neat Bayesian machine learning examples☆54Updated last week
- Repository for the code of "QCD-Aware Recursive Neural Networks for Jet Physics"☆46Updated 5 years ago
- Repository with all material for SMILES, the Summer School of Machine Learning at Skoltech, taking place from the 16th to the 21st of Aug…☆54Updated 4 years ago
- InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy☆148Updated 5 months ago
- Presented at Scipy Conference 2019☆124Updated 4 years ago
- Notes for the Numerics of Machine Learning Lecture Course at the University of Tübingen☆193Updated 10 months ago