Jingjing-NLP / KNAS
Codes for paper "KNAS: Green Neural Architecture Search"
☆92Updated 3 years ago
Alternatives and similar repositories for KNAS:
Users that are interested in KNAS are comparing it to the libraries listed below
- Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.☆476Updated 6 months ago
- machine learning model performance metrics & charts with confidence intervals, optimized with numba to be fast☆16Updated 3 years ago
- ☆30Updated 3 years ago
- Distributed skorch on Ray Train☆57Updated 2 years ago
- Hyperparameter tuning via uncertainty modeling☆47Updated last year
- A lightweight wrapper for PyTorch that provides a simple declarative API for context switching between devices, distributed modes, mixed-…☆67Updated last year
- Cyclemoid implementation for PyTorch☆90Updated 3 years ago
- Deep Critical Learning. Implementation of ProSelfLC, IMAE, DM, etc.☆31Updated 2 years ago
- Official code for "Distributed Deep Learning in Open Collaborations" (NeurIPS 2021)☆116Updated 3 years ago
- A scalable & efficient active learning/data selection system for everyone.☆214Updated 10 months ago
- SPEAR: Programmatically label and build training data quickly.☆106Updated 10 months ago
- Efficient Deep Learning Survey Paper☆33Updated 2 years ago
- ☆71Updated 4 years ago
- Functional deep learning☆108Updated 2 years ago
- Code for Neural Architecture Search without Training (ICML 2021)☆465Updated 3 years ago
- Zero-Cost Proxies for Lightweight NAS☆151Updated 2 years ago
- FasterAI: Prune and Distill your models with FastAI and PyTorch☆248Updated last month
- Naszilla is a Python library for neural architecture search (NAS)☆309Updated 2 years ago
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆80Updated 2 years ago
- An active learning library for Pytorch based on Lightning-Fabric.☆79Updated last year
- An open-source AutoML Library based on PyTorch☆307Updated last month
- DiffQ performs differentiable quantization using pseudo quantization noise. It can automatically tune the number of bits used per weight …☆235Updated 2 years ago
- Large dataset storage format for Pytorch☆45Updated 3 years ago
- ☆22Updated 2 years ago
- A deep learning library based on Pytorch focussed on low resource language research and robustness☆70Updated 3 years ago
- MLOps Python Library☆118Updated 3 years ago
- Check if you have training samples in your test set☆64Updated 3 years ago
- Plugin for deploying MLflow models to TorchServe☆108Updated 2 years ago
- Code for the anonymous submission "Cockpit: A Practical Debugging Tool for Training Deep Neural Networks"☆31Updated 4 years ago
- This is the demo code associated with the paper: W. Gong , S. Tschiatschek, S. Nowozin, R.E. Turner, J.M. Hernández-Lobato, C.Zhang Icebr…☆44Updated 5 years ago