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ai-an

Code and dataset for submitted KDD paper

all-about-the-gan

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

bicyclegan-tensorflow

A Tensorflow implementation of BicycleGAN.

bottom-up-image-encoder-with-mask-r-cnn-for-image-captioning

Bottom-Up image encoder with Mask R-CNN for Image Captioning

codinggarden

Practice coding on basic data structures and algorithms, Array, String, LinkedList, Queue, Stack, Tree, Dynamic Programming in Python, Java, C++, etc.

convolution_captioning

crawl-reuters

A simple Scrapy script for crawling Reuters news articles (Python 3)

cyclegan-tensorflow

A Tensorflow implementation of Cycle-Consistent Adversarial Networks.

deep-learning-fundamentals

Implementation of various basic layers forward and back propagation. CS 231n Stanford Spring 2018: Convolutional Neural Networks for Visual Recognition. Solutions to Assignments

ernie

Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"

fashion-image-captioning-benchmark

A benchmark for fashion image captioning.

fashion_captioning

ECCV2020 paper: Fashion Captioning: Towards Generating Accurate Descriptions with Semantic Rewards. Code and Data.

gnnpapers

Must-read papers on graph neural networks (GNN)

joganic

lasyn

Codes and datasets for EMNLP 2019 paper Latent Part-of-Speech Sequences for Neural Machine Translation

mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

neuralnet_java

A basic implementation of Neural Network in Java. Tested on MNIST.

ntee

Neural Text-Entity Encoder (NTEE)

randomforest

A simple tutorial on Decision Tree and Random Forest with Python from scratch

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

reinforcement_learning

A repo for RL projects.

relational_transformer

A relational transformer

resnet-syncbn

A resnet training on ImageNet using sync batch normalization to improve performance.

scene-graph-benchmark.pytorch

A new codebase for popular Scene Graph Generation methods (2020). Visualization & Scene Graph Extraction on custom images/datasets are provided. It's also a PyTorch implementation of paper “Unbiased Scene Graph Generation from Biased Training CVPR 2020”

scribble

:tomato: A Jekyll theme.

self-attention-gan-tensorflow

Simple Tensorflow implementation of "Self-Attention Generative Adversarial Networks" (SAGAN)

simple-rl

Implementation of regular RL algorithms, including DQN, Reinforce, A2C, PPO, etc.

stargan-tensorflow

Simple Tensorflow implementation of StarGAN (CVPR 2018 Oral)

tensorflow-tutorial

Tensorflow tutorial from basic to hard

text2img

A text to image generation using diffusion models.