zhoulian Goto Github PK

abigsurvey

A collection of 500+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML)

actor-critic-public

The source code for "An Actor Critic Algorithm for Structured Prediction"

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

adversarialnetspapers

The classical papers and codes about generative adversarial nets

albef

Code for ALBEF: a new vision-language pre-training method

artificial-intelligence-terminology

The English-Chinese paired terminologies in Artificial Intelligence Domain

attention-visualization

Visualization for simple attention and Google's multi-head attention.

attention-viz

Lightweight visualization tool for neural attention mechanisms

awesome-deep-learning-papers

The most cited deep learning papers

bilstm_image_captioning_zl

Image Captioning with Deep Bidirectional LSTMs

bottom-up-attention

Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome

coco_caption_evaluation_zl

conv_arithmetic_zl

A technical report on convolution arithmetic in the context of deep learning

convolution_lstm_pytorch

Multi-layer convolutional LSTM with Pytorch

deep-reinforcement-learning-papers

A list of recent papers regarding deep reinforcement learning

deeplearning_tutorials_zl

Deep Learning Tutorial notes and code. See the wiki for more info.

densecap_zl

Dense image captioning in Torch

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dl_papers-reading-roadmap_zl

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

dynet

DyNet: The Dynamic Neural Network Toolkit

enhanced-subject-verb-object-extraction

Enhanced Subject Word Object Extraction

extract-svo

A python sript to extract subject-predicate-object (SVO) triplets from English sentences using Stanford Parser according to the following paper "Rusu, Delia, et al. "Triplet extraction from sentences." Proceedings of the 10th International Multiconference" Information Society-IS. 2007."

google_open_image_dataset_zl

The Open Images dataset

gputil

A Python module for getting the GPU status from NVIDA GPUs using nvidia-smi programmically in Python

image-captioning-with-semantic-attention

intro-spacy-nlp

An introduction to using spaCy for NLP and machine learning

jieba

结巴中文分词

neural-storyteller

A recurrent neural network for generating little stories about images

neuralbabytalk

Pytorch code of for our CVPR 2018 paper "Neural Baby Talk"

neuraltalk2-zl

Efficient Image Captioning code in Torch, runs on GPU