Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

Implementation of some deep learning algorithms.

Deep networks for Earth Observation

Deep learning library in plain Numpy.

Deep.Net machine learning framework for F#

A Deep Learning Neural Network Example written in Elixir

An R package to streamline the training, fine-tuning and predicting processes for deep learning based on 'darch' and 'deepnet'.

No description available

Flexible SVBRDF Capture with a Multi-Image Deep Network

记录每一个常用的深度模型结构的特点（图和代码）

Reinforcement Learning tool for Network Slice Placement problems

:exclamation: This is a read-only mirror of the CRAN R package repository. deepnet — Deep Learning Toolkit in R

No description available

surrogate quantitative interpretability for deepnets

My implementations of deep neural networks for practice.

2D semantic segmentation that assigns labels to multiple object categories on Potsdam dataset :rocket:

A set of tools and helpers to train deepnets in PyTorch.

No description available

The Full Spectrum of Deepnet Hessians at Scale: Dynamics with SGD Training and Sample Size

No description available

I implement RBM, DBN, Multi-modal DBN with Python and the majority of matrix operations are executed on GPU. In this project I employ Cudamat and Numpy python libs.

Materials for ACL-2022 tutorial: A Gentle Introduction to Deep Nets and Opportunities for the Future

Deep neural network implemented with gnumpy/cudamat

Measurements of Three-Level Hierarchical Structure in the Outliers in the Spectrum of Deepnet Hessians (ICML 2019)

Auto-differentiation library for javascript

ResNet in tensorflow for CIFAR-100, CIFAR-10

Bits and bobs from various deepnet experiments

Deep Netts Pure Java Deep Learning Engine - Community Edition

DeepNetBim: Deep learning model for predicting HLA-epitope interaction based on Net work analysis by harnessing Binding and immunogenicity information

Repository for paper "Separation and Concentration in Deep Networks" accepted at ICLR 2021