Rita Tian's repositories
adversarial-robustness-toolbox
Python library for adversarial machine learning (evasion, extraction, poisoning, verification, certification) with attacks and defences for neural networks, logistic regression, decision trees, SVM, gradient boosted trees, Gaussian processes and more with multiple framework support
awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
awesome-scalability
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
complete-javascript-course
Starter files, final projects and FAQ for my Complete JavaScript course
Coursera
Quiz & Assignment of Coursera
books
技术资料分享
d3
Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
DMGI
Unsupervised Attributed Multiplex Network Embedding (AAAI 2020)
fashion-mnist
A MNIST-like fashion product database. Benchmark :point_right:
FlowScope
Implementation code of algorithm described in FlowScope: Spotting Money Laundering Based on Graphs. and thanks for the contribution of the coworkers , i.e. , Shenghua Liu and ZiFeng Li.
GNNPapers
Must-read papers on graph neural networks (GNN)
graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
graph2gauss
Gaussian node embeddings. Implementation of "Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking".
GraphEmbedding
Implementation and experiments of graph embedding algorithms.
GraphSAGE
Representation learning on large graphs using stochastic graph convolutions.
h2o-tutorials
Tutorials and training material for the H2O Machine Learning Platform
machine-learning-interview-questions
This repository is to prepare for Machine Learning interviews.
Machine_Learning_Courses
Machine Learning Courses
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Object-Detection
Fracture & mineral detection
open-solution-home-credit
Open solution to the Home Credit Default Risk challenge :house_with_garden:
rl4nlp
A collection of papers on reinforcement learning applied to NLP
spark
Mirror of Apache Spark
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Testing
A test repo for a ton of things
transactions-graph-generator
Generator for graph of transactions. Is kind of optimized for large graph generations. Contains graph structure generation, nodes information generation (client names, phone numbers, etc...), patterns generation
udemy-d3
A collection of files for "Mastering data visualization in D3.js"
venmo-data
Venmo trasaction dataset for data analysis/visualization/anything