Repository Index

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

• autodiff
• deep-learning
• machine-learning
• rust

A curated list of resources for Image and Video Deblurring

• image-deblurring
• video-deblurring
• image-deconvolution
• stereo-deblurring

Interactive Go programming with Jupyter

• go
• golang
• jupyter-notebook-kernel
• jupyter-notebook

ILGPU JIT Compiler for high-performance .Net GPU programs

• ilgpu
• jit
• gpu
• compiler

An OCaml kernel for Jupyter (IPython) notebook

• ocaml
• functional-programming
• jupyter-kernels
• machine-learning

Deep and Machine Learning for Microscopy

• microscopy
• materials
• machine-learning
• materials-science

SIMT Abstractions for Runtime Extensible Kernels (GPGPU programing with OCaml)

• spoc
• ocaml
• opencl
• cuda

Support vector machines (SVMs) and related kernel-based learning algorithms are a well-known class of machine learning algorithms, for non-parametric classification and regression. liquidSVM is an implementation of SVMs whose key features are: fully integrated hyper-parameter selection, extreme speed on both small and large data sets, full flexibility for experts, and inclusion of a variety of different learning scenarios: multi-class classification, ROC, and Neyman-Pearson learning, and least-squares, quantile, and expectile regression.

• svm
• regression
• classification
• machine-learning