rasmusbergpalm / ml-class
My solutions to programming exercises from Stanford online Machine Learning class.
☆12Updated 12 years ago
Alternatives and similar repositories for ml-class:
Users that are interested in ml-class are comparing it to the libraries listed below
- Matlab tools (from code.google.com/p/matlabtools/)☆14Updated 11 years ago
- ☆13Updated 7 years ago
- Code to reproduce all the results in the paper: "Learning dynamics of linear denoising autoencoders." (ICML 2018)☆12Updated 6 years ago
- KMeans for big data using preconditioning and sparsification, Matlab implementation. Aka k-means☆58Updated 4 years ago
- The Hungarian-BP code in Paper "Pairwise Matching Through Max-Weight Bipartite Belief Propagation"☆18Updated 8 years ago
- Code and data for a simulation project aimed at computing statistical power for various dimensionality reduction and clustering algorithm…☆13Updated 4 years ago
- Contains all presentations for Deep Learning Sydney Meetup 2018 02☆18Updated 6 years ago
- Supplementary Material to accompany the paper, DJ Warne, SA Sisson, C Drovandi (2019) Acceleration of expensive computations in Bayesian…☆13Updated 4 years ago
- ☆15Updated 10 years ago
- Tensor methods have emerged as a powerful paradigm for consistent learning of many latent variable models such as topic models, independe…☆17Updated 8 years ago
- Generative Adversarial Nets for Matlab☆36Updated 7 years ago
- Kalman Optimization for Value Approximation☆10Updated 4 years ago
- Fast Low-Rank Matrix Learning with Nonconvex Regularization. Matlab Code☆22Updated 5 years ago
- Code accompanying the paper 'Manifold MCMC methods for Bayesian inference in a wide class of diffusion models'☆10Updated last year
- research on convolutional neural networks in fourier space☆15Updated 7 years ago
- ☆9Updated 9 years ago
- This is my Curriculum Vitae☆14Updated last year
- A matlab library for CUR matrix decomposition☆26Updated 7 years ago
- A multi-algorithm Python framework for regularized regression☆13Updated last year
- Deep Learning using Rectified Linear Units (ReLU)☆22Updated 5 months ago
- Bayesian method library for Python☆32Updated 6 years ago
- ☆17Updated 6 years ago
- This implementation of DeePyMoD is no longer maintained! We switched to a PyTorch based implementation: https://github.com/PhIMaL/DeePyM…☆24Updated 5 years ago
- Efficient Nonconvex Regularized Tensor Completion with Structure-aware Proximal Iterations. ICML-2019.☆16Updated 5 years ago
- An Open Source Deep Learning Framework for Solving Inverse Optimization Problem☆8Updated 5 years ago
- A Newton ADMM based solver for Cone programming.☆38Updated 7 years ago
- VAE + Quantile Networks for MNIST☆12Updated 6 years ago
- This repo will be an effort to learn and implement some of the milestone papers and models in Deep Learning based language models.☆11Updated 2 years ago
- Fast algorithms for sparse principal component analysis☆17Updated 8 years ago
- Bayesian State Space and Dynamic Models☆35Updated 13 years ago