microsoft / statoptLinks
Statistical adaptive stochastic optimization methods
☆32Updated 5 years ago
Alternatives and similar repositories for statopt
Users that are interested in statopt are comparing it to the libraries listed below
Sorting:
- Computing the eigenvalues of Neural Tangent Kernel and Conjugate Kernel (aka NNGP kernel) over the boolean cube☆47Updated 6 years ago
- Source code for ICLR 2020 paper: "Learning to Guide Random Search"☆40Updated last year
- ☆45Updated 5 years ago
- [NeurIPS'19] [PyTorch] Adaptive Regularization in NN☆68Updated 6 years ago
- NeurIPS 2017 best paper. An interpretable linear-time kernel goodness-of-fit test.☆67Updated 6 years ago
- PyTorch implementation comparison of old and new method of determining eigenvectors from eigenvalues.☆98Updated 3 years ago
- Code for "Deep Convolutional Networks as shallow Gaussian Processes"☆16Updated 6 years ago
- The Singular Values of Convolutional Layers☆71Updated 7 years ago
- Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses☆192Updated 2 years ago
- Code for Unbiased Implicit Variational Inference (UIVI)☆14Updated 6 years ago
- ☆50Updated 5 years ago
- Tensorflow implementation of preconditioned stochastic gradient descent☆34Updated last year
- A lightweight library for tensorflow 2.0☆66Updated 5 years ago
- Mixture Density Networks (Bishop, 1994) tutorial in JAX☆60Updated 5 years ago
- Code for "Accelerating Natural Gradient with Higher-Order Invariance"☆30Updated 6 years ago
- Graduate topics course on learning discrete latent structure.☆67Updated 6 years ago
- TensorFlow implementation of "noisy K-FAC" and "noisy EK-FAC".☆60Updated 6 years ago
- Autoregressive Energy Machines☆78Updated 2 years ago
- Implements stochastic line search☆118Updated 2 years ago
- Monotone operator equilibrium networks☆53Updated 5 years ago
- The differentiable OSQP solver layer for PyTorch☆64Updated 2 years ago
- Variational inference for hierarchical dynamical systems☆48Updated last year
- Code for "Deep Convolutional Networks as shallow Gaussian Processes"☆39Updated 6 years ago
- ☆34Updated 6 years ago
- Library for learning and inference with Sum-product Networks utilizing TensorFlow 2.x and Keras☆48Updated last month
- The Limited Multi-Label Projection Layer☆59Updated last year
- ☆61Updated 2 years ago
- ☆32Updated 7 years ago
- Reliable Uncertainty Estimates in Deep Neural Networks using Noise Contrastive Priors☆62Updated 5 years ago
- [NeurIPS 2019 Spotlight] High dimensional mean estimation and outlier detection in nearly-linear time.☆26Updated 6 years ago