Jian Zhang (James)'s repositories
textgrad
Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.
minbpe
Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
Graphormer
Graphormer is a general-purpose deep learning backbone for molecular modeling.
Data-Copilot
Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow
graph-fraud-detection-papers
A curated list of fraud detection papers using graph information or graph neural networks
tutorial-template
Template for the Read the Docs tutorial
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
aster.pytorch
ASTER in Pytorch
realtime-fraud-detection-with-gnn-on-dgl
An end-to-end solution for real-time fraud detection(leveraging graph database Neptune) using Amazon SageMaker and Deep Graph Library (DGL) to construct a heterogeneous graph from tabular data and train a Graph Neural Network(GNN) model to detect fraudulent transactions in the IEEE-CIS dataset.
dgl4jsf
Tutorial materials for JSFund
course-nlp
A Code-First Introduction to NLP course
ml_tutorial_pulsars
Tutorial On Introduction to Machine Learning for Pulsar Candidate Identification
DeepRobust
A pytorch adversarial library for attack and defense methods on images and graphs
Pro-GNN
Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"
TimeGAN
Codebase for Time-series Generative Adversarial Networks (TimeGAN) - NeurIPS 2019
Graph-Structure-Estimation-Neural-Networks
Source code for WWW 2021 paper "Graph Structure Estimation Neural Networks"
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
Bert-Chinese-Text-Classification-Pytorch
使用Bert,ERNIE,进行中文文本分类
ERNIE-Pytorch
ERNIE Pytorch Version
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
Chinese-BERT-wwm
Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)