franceszhou Goto Github PK

adversarialnetspapers

The classical papers and codes about generative adversarial nets

bnlstm

Batch normalized LSTM for tensorflow

books

【编程随想】收藏的电子书清单（多个学科，含下载链接）

daisy

deep-learning-papers-reading-roadmap

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

deepst

Deep Learning for Spatio-Temporal Data

deepwalk

DeepWalk - Deep Learning for Graphs

dl_xml

few_shot_meta_learning

Implementations of many meta-learning algorithms to solve the few-shot learning problem in Pytorch

franceszhou.github.io

Frances Zhou's Homepage

freqst

gcntrafficprediction

gitlearn

hashembedding

Hash Embedding code for the paper "Hash Embeddings for Efficient Word Representations"

kate

Code accompanying the paper "KATE: K-Competitive Autoencoder for Text"

models

Models built with TensorFlow

nlpgnn

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

nltk_data

NLTK Data

nrlpapers

Must-read papers on network representation learning (NRL)/network embedding (NE)

pace2017

A step-by-step Keras implementation of PACE (Preference And Context Embedding) described in our KDD 2017 paper.

pkuseg-python

pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation

sjtuthesis

state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

struct-attn

Code for Structured Attention Networks https://arxiv.org/abs/1702.00887

taxiprediction

tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

text_classification

all kinds of text classificaiton models and more with deep learning

trafficprediction

tragan

xmtc

Extreme Multi-label Text Classification