Neural Network optimizers implemented from scratch in numpy (Adam, Adadelta, RMSProp, SGD, etc.)
☆51Mar 21, 2020Updated 6 years ago
Alternatives and similar repositories for awesome-optimizers
Users that are interested in awesome-optimizers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for paper: Variance Reduced Local SGD with Lower Communication Complexity☆12May 20, 2020Updated 6 years ago
- ☆11Oct 18, 2019Updated 6 years ago
- [ICML 2023] Official code for "DevFormer: A Symmetric Transformer for Context-Aware Device Placement"☆23Dec 7, 2024Updated last year
- Test pytorch code with minimal computational overhead☆26Jun 8, 2023Updated 3 years ago
- A demo for VR-SGD(Comparing to some state-of-the-art algorithms).☆13Mar 5, 2018Updated 8 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A Julia package for Differential Evolution MCMC☆14Mar 5, 2026Updated 5 months ago
- ☆17May 21, 2020Updated 6 years ago
- ☆15Dec 9, 2018Updated 7 years ago
- Partially Adaptive Momentum Estimation method in the paper "Closing the Generalization Gap of Adaptive Gradient Methods in Training Deep …☆40Apr 13, 2023Updated 3 years ago
- Mini Cursos > Semana de Inverno de Geofísica☆11May 11, 2020Updated 6 years ago
- python implementation of "Multi-Goal Multi-Agent Pickup and Delivery"☆13May 18, 2023Updated 3 years ago
- ☆24Dec 4, 2020Updated 5 years ago
- Predicting train delay using previous weather and delay information of trains☆11Oct 25, 2017Updated 8 years ago
- The collection of my research papers' illustrations.☆22Oct 15, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Visualization of various deep learning optimization algorithms using PyTorch automatic differentiation and optimizers.☆62Jun 21, 2018Updated 8 years ago
- OCNG/ATMO 677 Geophysical Data Assimilation☆13Sep 7, 2016Updated 9 years ago
- The official implementation of Convergent Graph Solvers (CGS)☆21Feb 1, 2022Updated 4 years ago
- ☆17Apr 16, 2021Updated 5 years ago
- 澳新银行数据竞赛(DC平台)第四名方案☆15May 5, 2019Updated 7 years ago
- ☆10Oct 11, 2022Updated 3 years ago
- ☆16May 1, 2011Updated 15 years ago
- ☆15Aug 4, 2020Updated 6 years ago
- An efficient implementation for ImageNet classification☆17Sep 30, 2020Updated 5 years 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.
- PyTorch implementation of AdaGraph: Unifying Predictive and Continuous Domain Adaptation through Graphs☆23Feb 6, 2023Updated 3 years ago
- Collection of the latest, greatest, deep learning optimizers (for Pytorch) - CNN, NLP suitable☆218Apr 4, 2021Updated 5 years ago
- ☆11Nov 8, 2023Updated 2 years ago
- Github repo for Peifeng's internship project☆13Nov 7, 2023Updated 2 years ago
- 多语言降噪预训练模型MBart的中文生成任务☆11May 27, 2021Updated 5 years ago
- Intel oneAPI RenderKit CMake superbuild☆13Jan 13, 2026Updated 6 months ago
- Anomaly Screening Applying Pseudowells (ASAP). FORCE Hackathon, Stavanger 18-19 September 2018.☆10Jan 11, 2019Updated 7 years ago
- Training and testing code from our CVPR 2023 paper "Are Deep Neural Networks SMARTer than Second Graders?"☆11Aug 10, 2023Updated 3 years ago
- Chain of Images for Intuitively Reasoning☆10Nov 29, 2023Updated 2 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.
- ☆21Dec 17, 2020Updated 5 years ago
- Notebooks for AI2ES (NSF Institute for Research on Trustworthy Artificial Intelligence in Weather, Climate, and Coastal Oceanography) sho…☆18Dec 4, 2023Updated 2 years ago
- ☆10Jun 11, 2023Updated 3 years ago
- A high-capacity on-demand ride-sharing simulator, with three representative vehicle dispatch algorithms implemented.☆17Jan 14, 2022Updated 4 years ago
- Implementation of Compressed SGD with Compressed Gradients in Pytorch☆13Jul 25, 2024Updated 2 years ago
- Implementation for ACProp ( Momentum centering and asynchronous update for adaptive gradient methdos, NeurIPS 2021)☆17Oct 11, 2021Updated 4 years ago
- Code for our paper "Byzantine-Resilient Federated Machine Learning via Over-the-Air Computation" (https://arxiv.org/abs/2105.10883).☆26May 26, 2021Updated 5 years ago