lightonai / lightonmlLinks
Python library for running large-scale computations on LightOn's OPUs
☆36Updated 3 years ago
Alternatives and similar repositories for lightonml
Users that are interested in lightonml are comparing it to the libraries listed below
Sorting:
- ML benchmarks performance featuring LightOn's Optical Processing Unit (OPU) vs CPU and GPU.☆22Updated 2 years ago
- Conformational exploration SARS-CoV-2 (coronavirus responsible for COVID-19)☆16Updated 3 years ago
- Optical Transfer Learning☆27Updated 2 years ago
- Code to perform Model-Free Episodic Control using Aurora OPUs☆17Updated 5 years ago
- Python implementation of supervised PCA, supervised random projections, and their kernel counterparts.☆19Updated 5 years ago
- Double Trouble in the Double Descent Curve with Optical Processing Units.☆12Updated 3 years ago
- Code for our paper on best practices to train neural networks with direct feedback alignment (DFA).☆23Updated 6 years ago
- Double Descent Curve with Optical Random Features☆29Updated 3 years ago
- A Pytorch implementation of an efficient unitary neural network (https://arxiv.org/abs/1612.05231)☆33Updated 5 years ago
- Code for "Deep Convolutional Networks as shallow Gaussian Processes"☆16Updated 6 years ago
- Parallel random matrix tools and complexity for deep learning☆33Updated last year
- Simulations of photonic quantum programmable gate arrays☆108Updated 4 years ago
- A differentiation API for PyTorch☆30Updated 5 years ago
- Instructional implementation of Physics-Aware Training (PAT) with demonstrations on simulated experiments.☆299Updated 10 months ago
- Study on the applicability of Direct Feedback Alignment to neural view synthesis, recommender systems, geometric learning, and natural la…☆90Updated 3 years ago
- TensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch☆80Updated last year
- ☆12Updated 4 years ago
- A sparse KLU solver for PyTorch.☆65Updated 3 years ago
- Functional models and algorithms for sparse signal processing☆93Updated last year
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆36Updated 5 years ago
- Jupyter notebooks for the neuroptica simulator☆11Updated 6 years ago
- Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)☆87Updated 2 years ago
- [NeurIPS 2020] Neural Manifold Ordinary Differential Equations (https://arxiv.org/abs/2006.10254)☆119Updated 2 years ago
- Neuro-inspired AI Toolkit☆27Updated 3 months ago
- DeepOBS: A Deep Learning Optimizer Benchmark Suite☆106Updated last year
- Experiment code for "Randomized Automatic Differentiation"☆67Updated 5 years ago
- Tensor-Based Quantum Machine Learning☆120Updated 2 years ago
- Repo to accompany paper "Implicit Self-Regularization in Deep Neural Networks..."☆45Updated 6 years ago
- Spiking neuron integration for PyTorch☆41Updated 5 months ago
- Turning SymPy expressions into PyTorch modules.☆150Updated 2 years ago