zhengying-liu / autodlLinks
A machine learning competition in Automated Deep Learning (AutoDL), co-organized by ChaLearn, Google and 4Paradigm. Accepted at NeurIPS 2019.
☆22Updated 4 years ago
Alternatives and similar repositories for autodl
Users that are interested in autodl are comparing it to the libraries listed below
Sorting:
- Starting kit for AutoCV/AutoDL challenge (https://autodl.chalearn.org)☆40Updated 5 years ago
- Code release to reproduce ASHA experiments from "Random Search and Reproducibility for NAS."☆22Updated 5 years ago
- Code for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search☆110Updated 2 years ago
- Hyperparameter tuning via uncertainty modeling☆47Updated last year
- An AutoML pipeline selection system to quickly select a promising pipeline for a new dataset.☆83Updated 3 years ago
- The official implementation of You Only Compress Once: Towards Effective and Elastic BERT Compression via Exploit-Explore Stochastic Natu…☆48Updated 4 years ago
- This code is for running enas on nni.☆24Updated 6 years ago
- ☆96Updated 5 years ago
- collecting related resources of automated machine learning here☆55Updated 3 years ago
- ☆71Updated 4 years ago
- Encodings for neural architecture search☆29Updated 4 years ago
- ☆10Updated 5 years ago
- Distributed ML Optimizer☆32Updated 3 years ago
- Code for "AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning"☆52Updated 2 years ago
- ☆18Updated 5 years ago
- [ICLR 2021] "UMEC: Unified Model and Embedding Compression for Efficient Recommendation Systems" by Jiayi Shen, Haotao Wang*, Shupeng Gui…☆39Updated 3 years ago
- A simple middleware to improving GPU utilization then speedup online inference.☆19Updated 4 years ago
- Code for paper "SWALP: Stochastic Weight Averaging forLow-Precision Training".☆62Updated 6 years ago
- A specially designed light version of Fast AutoAugment☆171Updated 5 years ago
- Benchmarks for Macro Neural Architecture Search; used and described in the paper "Local Search is a Remarkably Strong Baseline for Neural…☆12Updated 11 months ago
- A general, modular, and programmable architecture search framework☆124Updated 2 years ago
- ☆70Updated 5 years ago
- ☆26Updated 5 years ago
- Code for KDD CUP 2019 Auto-ML track☆21Updated 5 years ago
- Personal collection of references for high performance mixed precision training.☆41Updated 5 years ago
- A Performance Benchmark of Different AutoML Frameworks☆35Updated 2 years ago
- Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)☆64Updated 11 months ago
- Automatically build the deep learning models with ENAS☆31Updated 7 years ago
- Federated Learning Infra Architecture on Kubernetes(EKS)☆19Updated 5 years ago
- ☆33Updated last year