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:
- Python implementation of supervised PCA, supervised random projections, and their kernel counterparts.☆19May 4, 2020Updated 6 years ago
- Study on the applicability of Direct Feedback Alignment to neural view synthesis, recommender systems, geometric learning, and natural la…☆89Jun 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
- ML benchmarks performance featuring LightOn's Optical Processing Unit (OPU) vs CPU and GPU.☆23Jul 23, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 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
- 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
- Tensorflow implementation of Direct and Random feedback Alignment☆25Nov 14, 2016Updated 9 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
- PyTorch-based code for training fully-connected and convolutional networks using backpropagation (BP), feedback alignment (FA), direct fe…☆68Feb 11, 2021Updated 5 years ago
- Architecture embeddings independent from the parametrization of the search space☆15Mar 17, 2021Updated 5 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.
- Random projection library for Python, converting a dictionary to low-dimensional numpy matrix☆18Aug 5, 2010Updated 16 years ago
- Github page for SSDFA☆11Jan 28, 2020Updated 6 years ago
- PyTorch implementation of linear and convolutional layers with fixed, random feedback weights.☆15Mar 14, 2021Updated 5 years ago
- 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 10 months ago
- Streaming Message Interface: High-Performance Distributed Memory Programming on Reconfigurable Hardware☆15Mar 1, 2022Updated 4 years ago
- This is a sample implementation of "Billion-scale Network Embedding with Iterative Random Projection" (ICDM 2018).☆18Aug 5, 2020Updated 6 years ago
- Zero PDK: python-based support for open source PDKs☆28Jan 23, 2023Updated 3 years ago
- Find bottlenecks in your test suites☆17Mar 16, 2026Updated 4 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Improving Neural Network Training in Low Dimensional Random Bases☆13Nov 17, 2020Updated 5 years ago
- Spatial Spectral Machine Learning☆14Oct 15, 2025Updated 10 months ago
- A companion app for developers to reach out Issues, Commits and Pull-Requests on browser through their terminal☆11Feb 11, 2022Updated 4 years ago
- A Rust rewrite of FastKMeans for CPU-based clustering☆16Jun 29, 2026Updated last month
- Python Simplified API for FreeCAD Macros☆17Apr 29, 2024Updated 2 years ago
- UBC Siepic Ebeam PDK from edx course☆35Aug 7, 2026Updated last week
- Extreme Learning Machine in julia☆27Dec 16, 2014Updated 11 years ago
- Scalable Big Data Clustering by Random Projection Hashing: golang implementation☆23Feb 7, 2017Updated 9 years ago
- The French summarization dataset introduced in "BARThez: a Skilled Pretrained French Sequence-to-Sequence Model".☆23Apr 23, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- PyTorch code for training neural networks without global back-propagation☆168Oct 19, 2019Updated 6 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☆54Mar 19, 2026Updated 4 months ago
- Implementation of "NITI: Training Integer Neural Networks Using Integer-only Arithmetic" on arxiv☆92Jul 26, 2022Updated 4 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
- [ICML 2023] Decentralized SGD and Average-direction SAM are Asymptotically Equivalent☆20Dec 4, 2023Updated 2 years ago