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annpso

Using Particle Swarm Optimization to train Neural Networks

contextualized-topic-models

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Also supports multilingual tasks. Cross-lingual Zero-shot model published at EACL 2021.

couette-poiseuille_flowcode

Compute Flow Parameters for a Couette-Poiseuille Flow.

deep-learning-keras-tensorflow

Introduction to Deep Neural Networks with Keras and Tensorflow

densecap

Dense image captioning in Torch

espcn

A PyTorch implementation of ESPCN based on CVPR 2016 paper "Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network"

federated_learning_nlp

LEAF implementation of Federated Learning on Tensorflow 2.4.1

folder-structure-conventions

Folder / directory structure options and naming conventions for software projects

gans-awesome-applications

Curated list of awesome GAN applications and demo

image_segmentation

Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.

keras-gan

Keras implementations of Generative Adversarial Networks.

macvoicetranscript

Get the transcript of speeches through your Mac

markdown-cheatsheet

Markdown Cheatsheet for Github Readme.md

markdown-magic-directory-tree

Print directory tree in Markdown

me-net

[ICML 2019] ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation

mypubliccodes

namebinarygendermap

neuspell

NeuSpell: A Neural Spelling Correction Toolkit

nn

🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.

numericalmethods-unipune

MATLAB Codes Developed During Numerical Methods and Optimisation Course (302047 -2012)

pix2depth

DEPRECATED: Depth Map Estimation from Monocular Images

probability-stats-problems

soheilesm

space_time_pde

MeshfreeFlowNet: Physical Constrained Space Time Super-Resolution

superresolution_gan

Chainer implementation of Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

todo.md

TODO.md file format - todomd.org

trcopo

This repository contains all code and experiments for Trust region Competitive policy optimization (TRCoPO) algorithm.

unet

unet for image segmentation

vision_transformer

wikipage_recommender

This repo presents a content-based recommendation framework for recommending Wikipedia pages to users