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BMSG-GAN
[MSG-GAN] Any body can GAN! Highly stable and robust architecture. Requires little to no hyperparameter tuning. Pytorch ImplementationT2F
T2F: text to face generation using Deep Learningpro_gan_pytorch
Unofficial PyTorch implementation of the paper titled "Progressive growing of GANs for improved Quality, Stability, and Variation"msg-stylegan-tf
MSG StyleGAN in tensorflownatural-language-summary-generation-from-structured-data
Implementation of the paper -> https://arxiv.org/abs/1709.00155. For converting information present in the form of structured data into natural language textVariational_Discriminator_Bottleneck
Implementation (with some experimentation) of the paper titled "VARIATIONAL DISCRIMINATOR BOTTLENECK: IMPROVING IMITATION LEARNING, INVERSE RL, AND GANS BY CONSTRAINING INFORMATION FLOW" (arxiv -> https://arxiv.org/pdf/1810.00821.pdf)msg-gan-v1
MSG-GAN: Multi-Scale Gradients GAN (Architecture inspired from ProGAN but doesn't use layer-wise growing)fagan
A variant of the Self Attention GAN named: FAGAN (Full Attention GAN)thr3ed_atom
ReLU Fields The Little Non-linearity That Couldbig-discriminator-batch-spoofing-gan
BMSG-GAN with more featurespro_gan_pytorch-examples
Examples trained using the python pytorch package pro-gan-pthattn_gan_pytorch
python package for self-attention gan implemented as extension of PyTorch nn.Module. paper -> https://arxiv.org/abs/1805.08318my-deity
I worship the one true neural network architecture that can autonomously learn everything.NLP2SQL
A research and review of techniques to provide a natural language interface to RDMS.open-styleganv2-pytorch
Open source + Free for Commercial Use implementation of StyleGANv2 in pytorchcapsule-network-TensorFlow
The impending concept of capsule networks has finally arrived at arXiv. link to the publication -> https://arxiv.org/abs/1710.09829 . In this repository, I'll create an implementation using TensorFlow from scratch as an exercise.3inGAN
GAN-understanding
Implements gans on toy datasets and preliminary ML datasets for showing certain aspects of convergence and stability. Tries to cover various loss functions defined over the years.autoencoder-cifar-10
Implementing an auto-encoder for the cifar10 datasetHomecoming
repository for mini-projectspython_ai_project_template
A lightweight template for building AI-based prototype/research POCs in Python. My poison (DL framework :laugh: ) of choice is PyTorch!some-randon-gan-1
MSG-GAN with self attention. For MSG-GAN head to -> https://github.com/akanimax/MSG-GANAI-Literature
A repository to store key research works from the past. It is also an attempt to structure and organize these research papers.indian-celeb-gans
Various GANs trained on a dataset containing images of Indian Celebrities (procured by me).some-random-gan-2
More experimentation with the base MSG-GAN architecture. This includes the coord-conv layers in the architecture. For more info about MSG-GAN, head to -> https://github.com/akanimax/msg-stylegan-tfmultithreaded-histogram-equalization-cpp
Explanatory Code for performing Histogram Equalization on Images for contrast improvement. The code uses OpenCV in C++ for image read/write and uses pthread for multithreadingdeep-reinforcement-learning
Project for studying and implementing the traditional RL algorithms and also the DL variants of the same.dcgan_pytorch
GAN example created using the attn_gan_pytorch package -> https://github.com/akanimax/attn_gan_pytorchCL-3_lab_2017
repository for assignments of Computer Laboratory 3 - 2016SVC2004-deep-learning
A deep learning based solution for the SVC2004 problem.toxic-comment-identification-tensorflow
Data -> https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge/dataREST_MOVIE_TICKET_SYSTEM
A restful system implementing token based authentication for allowing users to book movie tickets online. Use of Play framework for scalaalgorithms
A repository for collecting the coding implementations of some of the most famous algorithmsLove Open Source and this site? Check out how you can help us