leopd / geometric-intuitionLinks
Understanding ML and deep learning through geometry
☆156Updated 3 years ago
Alternatives and similar repositories for geometric-intuition
Users that are interested in geometric-intuition are comparing it to the libraries listed below
Sorting:
- PyTorch implementation comparison of old and new method of determining eigenvectors from eigenvalues.☆98Updated 4 years ago
- ☆85Updated 5 years ago
- Graduate topics course on learning discrete latent structure.☆67Updated 6 years ago
- Learning some numerical linear algebra.☆72Updated 4 years ago
- A lightweight library for tensorflow 2.0☆65Updated 6 years ago
- Mixture Density Networks (Bishop, 1994) tutorial in JAX☆61Updated 5 years ago
- ☆275Updated 5 years ago
- Mathematics of Deep Learning, Courant Insititute, Spring 19☆278Updated 6 years ago
- Material for my Caltech tutorial on deep learning and tensor methods☆70Updated 7 years ago
- Normalizing Flows in Jax☆107Updated 5 years ago
- Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses☆193Updated 2 years ago
- Neural Ordinary Differential Equation☆103Updated 6 years ago
- Materials of the Nordic Probabilistic AI School 2019.☆130Updated 5 years ago
- Experiment orchestration☆102Updated 5 years ago
- Basic experiment framework for tensorflow.☆91Updated 4 years ago
- Functional machine learning for fun☆85Updated 4 years ago
- Implementation of Model-Agnostic Meta-Learning (MAML) in Jax☆191Updated 3 years ago
- Statistical adaptive stochastic optimization methods☆32Updated 5 years ago
- 2019 talk at GECCO☆68Updated 6 years ago
- Computing the eigenvalues of Neural Tangent Kernel and Conjugate Kernel (aka NNGP kernel) over the boolean cube☆47Updated 6 years ago
- A differentiation API for PyTorch☆30Updated 5 years ago
- Understanding normalizing flows☆132Updated 6 years ago
- Autoregressive Energy Machines☆78Updated 3 years ago
- Implementation of Spectral Inference Networks, ICLR 2019☆172Updated 6 years ago
- Discontinuous Hamiltonian Monte Carlo in JAX☆42Updated 5 years ago
- Loss Patterns of Neural Networks☆86Updated 4 years ago
- Experiment code for "Randomized Automatic Differentiation"☆67Updated 5 years ago
- ☆214Updated 3 years ago
- Implements stochastic line search☆118Updated 2 years ago
- A user-centered Python package for differentiable probabilistic inference☆203Updated 5 years ago