nickyongzhang's repositories
allRank
allRank is a framework for training learning-to-rank neural models based on PyTorch.
bertsearch
Elasticsearch with BERT for advanced document search.
computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
CS5004-OOD
Assignments and Labs for the class "Object Oriented Design and Analysis" at Northeastern University.
data-science-question-answer
A repo for data science related questions and answers
DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
DeepCTR-Torch
【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
developer-roadmap
Roadmap to becoming a developer in 2022
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
FATE
An Industrial Grade Federated Learning Framework
FuxiCTR
A configurable, tunable, and reproducible library for CTR prediction
GraphEmbedding
Implementation and experiments of graph embedding algorithms.
GraphNeuralNetwork
Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.
Learning
Notes taken while learning all kinds of staff
machine-learning-systems-design
A booklet on machine learning systems design with exercises
MatchZoo
Facilitating the design, comparison and sharing of deep text matching models.
models-1
Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）
nickyongzhang.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
OpenKE
An Open-Source Package for Knowledge Embedding (KE)
project-based-learning
Curated list of project-based tutorials
pyserini
Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.
sagemaker-tensorflow-container
This support code is used for making the TensorFlow framework run on Amazon SageMaker.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
SystemProgramming
Angrave's Crowd-Sourced System Programming Book used at UIUC
tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
tevatron
Tevatron - A flexible toolkit for dense retrieval research and development.
wechatbot
have some fun building chatbot in wechat
workshop
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker