Ya Xiao's starred repositories
developer-roadmap
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
sentencepiece
Unsupervised text tokenizer for Neural Network-based text generation.
machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
mimic3-benchmarks
Python suite to construct benchmark machine learning datasets from the MIMIC-III 💊 clinical database.
learning-to-reweight-examples
Code for paper "Learning to Reweight Examples for Robust Deep Learning"
sometimes_deep_sometimes_learning
A collection of DL experiments and notes
EN-FR-MLT-tensorflow
English-French Machine Language Translation in Tensorflow
genprog-code
GenProg: heuristic, GP-based automatic program repair for C.
systemCallAnomalyDetectionLSTM
system call-based anomaly detection with LSTM
FrameHanger
A tool to extract statically and dynamically injected iframes. The information are feed as features into a machine-learning based classifier for malicious iframe detection.