kernel-smoothers
Smoothing library
Implementations of smoothing techniques from statistical learning theory in Lua for use with the Torch 3 deep learning framework.
kernel smoothers in lua
5 stars
3 watching
0 forks
Language: Lua
last commit: over 12 years ago
Linked from 2 awesome lists
Related projects:
Repository | Description | Stars |
---|---|---|
| Adds layer-wise learning rate schemes to a deep neural network implementation | 47 |
| Hands-on tutorials and code examples for implementing supervised and unsupervised learning algorithms in Lua using the Torch7 deep learning framework. | 130 |
| Torch7 tutorials and demos providing hands-on experience with the deep learning framework. | 355 |
| An implementation of a method to learn from noisy labels in machine learning models with instance-dependent noise | 36 |
| Demos and tutorials for the Lua-based machine learning framework Torch7 | 43 |
| PyTorch implementation of a technique to improve the interpretability of deep learning models by adding noise to the gradients | 168 |
| Custom image segmentation implementation using deep learning with Lua and Torch | 37 |
| Provides Python wrappers for PyTorch and Lua, enabling developers to use PyTorch's deep learning capabilities from both languages. | 432 |
| Provides an interface to train and predict with machine learning models using LIBLINEAR | 83 |
| A high-performance router library for Lua that combines HashTable and Compressed Trie for efficient matching | 214 |
| An implementation of a text classification algorithm using Torch and the fasttext technique | 72 |
| A Lua serialization library optimized for performance and integration with the OpenResty web framework. | 0 |
| Implementations of joint unsupervised learning algorithm for deep representations and image clusters using Torch | 289 |
| A lightweight multithreading library for Lua | 469 |
| A Lua module providing bindings to the Snappy compression algorithm | 19 |