callowbird / HarmonicaLinks
Code repository for the paper "Hyperparameter Optimization: A Spectral Approach" by Elad Hazan, Adam Klivans, Yang Yuan.
☆173Updated 6 years ago
Alternatives and similar repositories for Harmonica
Users that are interested in Harmonica are comparing it to the libraries listed below
Sorting:
- auto-tuning momentum SGD optimizer☆288Updated 6 years ago
- auto-tuning momentum SGD optimizer☆424Updated 7 years ago
- Exploring differentiation with respect to hyperparameters☆295Updated 9 years ago
- ☆251Updated 8 years ago
- DeepArchitect: Automatically Designing and Training Deep Architectures☆147Updated 5 years ago
- Deep learning system course☆215Updated 6 years ago
- Neural Architecture Search using Deep Neural Network and Monte Carlo Tree Search☆169Updated 4 years ago
- Standalone TensorBoard for visualizing in deep learning☆368Updated 5 years ago
- Efficient Architecture Search by Network Transformation, in AAAI 2018☆169Updated 6 years ago
- 2.86% and 15.85% on CIFAR-10 and CIFAR-100☆295Updated 6 years ago
- Implements pytorch code for the Accelerated SGD algorithm.☆215Updated 7 years ago
- predicting learning curves in python☆43Updated 8 years ago
- https://2017.icml.cc/Conferences/2017/Schedule☆71Updated 7 years ago
- Simple Tensorflow implementation of "On the Convergence of Adam and Beyond" (ICLR 2018)☆104Updated 6 years ago
- DrMAD☆107Updated 7 years ago
- Example code for Weight Normalization, from "Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Netw…☆364Updated 6 years ago
- Reference caffe implementation of LSUV initialization☆113Updated 7 years ago
- MultiGPU enabled image generative models (GAN and DCGAN)☆206Updated 4 years ago
- A PyTorch implementation of a Factorization Machine module in cython.☆172Updated 7 years ago
- Neural Architecture Search with Bayesian Optimisation and Optimal Transport☆134Updated 6 years ago
- Tensorflow implementation of SGD with Coupled Adaptive Batch Size (CABS)☆43Updated 8 years ago
- Fully differentiable deep-neural decision forest in tensorflow☆229Updated 7 years ago
- Compare SELUs (scaled exponential linear units) with other activations on MNIST, CIFAR10, etc.☆375Updated 7 years ago
- ☆133Updated 7 years ago
- Examples of C extensions for PyTorch☆256Updated 2 years ago
- ☆140Updated 7 years ago
- We use a modified neural network instead of Gaussian process for Bayesian optimization.☆108Updated 8 years ago
- ☆254Updated 4 years ago
- ☆90Updated 7 years ago
- Optimizers for machine learning☆183Updated last year