Code for our paper on best practices to train neural networks with direct feedback alignment (DFA).
☆23Jun 12, 2019Updated 7 years ago
Alternatives and similar repositories for principled-dfa-training
Users that are interested in principled-dfa-training are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Double Trouble in the Double Descent Curve with Optical Processing Units.☆12Jun 22, 2022Updated 4 years ago
- Optical Transfer Learning☆27Jul 23, 2023Updated 3 years ago
- Experiments with Direct Feedback Alignment training scheme for DNNs☆33Feb 23, 2017Updated 9 years ago
- Fast graph classifier with optical random features☆12Mar 2, 2021Updated 5 years ago
- Code to perform Model-Free Episodic Control using Aurora OPUs☆17May 19, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Double Descent Curve with Optical Random Features☆30Jun 22, 2022Updated 4 years ago
- Implementation of NEWMA: a new method for scalable model-free online change-point detection☆48May 4, 2020Updated 6 years ago
- Training neural networks with back-prop, feedback-alignment and direct feedback-alignment☆106Jan 15, 2018Updated 8 years ago
- Python client for the LightOn Muse API☆14Sep 15, 2022Updated 4 years ago
- Demo: Slightly More Bio-Plausible Backprop☆21Mar 9, 2017Updated 9 years ago
- Inference code in Pytorch for GPT-like models, such as PAGnol, a family of models with up to 1.5B parameters, trained on datasets in Fren…☆20Oct 18, 2022Updated 3 years ago
- Python library for running large-scale computations on LightOn's OPUs☆38May 5, 2022Updated 4 years ago
- Random projection library for Python, converting a dictionary to low-dimensional numpy matrix☆18Aug 5, 2010Updated 16 years ago
- Github page for SSDFA☆12Jan 28, 2020Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Implementation of feedback alignment learning in PyTorch☆32Jun 5, 2023Updated 3 years ago
- The official, proof-of-concept C++ implementation of PocketNN.☆38Sep 26, 2025Updated last year
- Streaming Message Interface: High-Performance Distributed Memory Programming on Reconfigurable Hardware☆15Mar 1, 2022Updated 4 years ago
- Zero PDK: python-based support for open source PDKs☆28Jan 23, 2023Updated 3 years ago
- Improving Neural Network Training in Low Dimensional Random Bases☆13Nov 17, 2020Updated 5 years ago
- Spatial Spectral Machine Learning☆14Oct 15, 2025Updated last year
- Code for "Fully Non-Linear Neuromorphic Computing with Linear Wave Scattering" (C.C. Wanjura and F. Marquardt).☆12Apr 16, 2024Updated 2 years ago
- Python Simplified API for FreeCAD Macros☆17Apr 29, 2024Updated 2 years ago
- UBC Siepic Ebeam PDK from edx course☆36Updated this week
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- SHARP: Single-cell RNA-seq Hyper-fast and Accurate processing via ensemble Random Projection☆18Apr 26, 2021Updated 5 years ago
- Daily Neural Network Practice Season 3! ( Finishing up Masters)☆10Sep 9, 2019Updated 7 years ago
- Scalable Big Data Clustering by Random Projection Hashing: golang implementation☆23Feb 7, 2017Updated 9 years ago
- Matlab code for Low rank Matrix Factorization with AMP☆16Aug 18, 2015Updated 11 years ago
- The French summarization dataset introduced in "BARThez: a Skilled Pretrained French Sequence-to-Sequence Model".☆23Apr 23, 2021Updated 5 years ago
- Base repository for simulation and control of photonic devices☆12Feb 7, 2023Updated 3 years ago
- Implementation for ACProp ( Momentum centering and asynchronous update for adaptive gradient methdos, NeurIPS 2021)☆17Oct 11, 2021Updated 5 years ago
- SocketLabs Email Delivery Python Client Library☆12Oct 16, 2023Updated 2 years ago
- A fast, streaming-friendly BM25 search engine in Rust with mmap support☆56Mar 19, 2026Updated 6 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Implementation of "NITI: Training Integer Neural Networks Using Integer-only Arithmetic" on arxiv☆91Jul 26, 2022Updated 4 years ago
- Unofficial pytorch implementation of Piecewise Linear Unit dynamic activation function☆18Feb 8, 2023Updated 3 years ago
- Kmeans Quantization + Random Projection based Locality Sensitive Hashing☆31Apr 2, 2019Updated 7 years ago
- Another inverse design library (wip)☆18Jan 7, 2023Updated 3 years ago
- Code for the CIKM 2019 Paper "Fast and Accurate Network Embeddings via Very Sparse Random Projection"☆59Nov 4, 2019Updated 6 years ago
- drafts of LSRs I intend to file, am filing, or have filed as a legislator☆11May 30, 2026Updated 4 months ago
- IDToolkit: A Toolkit for Benchmarking and Developing Inverse Design Algorithms in Nanophotonics, KDD'23☆16Oct 21, 2023Updated 2 years ago