Jiuqi Xian's starred repositories
regressions
A Python package that implements various regression algorithms, including Partial Least Squares and Principal Components Regression
vowpal_wabbit
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
ds-cheatsheets
List of Data Science Cheatsheets to rule the world
UnsupervisedScalableRepresentationLearningTimeSeries
Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments
react-player-dash
Component for Plotly DASH based on react-player video component
Video-Engine-Dash
A Dash plugin for playing back video and optionally syncing video to timestamped CSV Data
Time-Series-Video-Annotation-Tool
Labelling tool for time series data with optional video syncing
label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
webviewer-video-sample
Annotate videos frame-by-frame collaboratively
Frame-Accurate-HTML5-Video-Thing
A prototype jQuery plug in that creates frame accurate controls for an HTML5 video element
Fine-Tuning-BERT
Fine tuning BERT for text summarization task
deep-learning-for-practitioners
Course material for CS397/497 - Deep Learning For Practitioners @ Northwestern
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
spider-schema-gnn
Author implementation of the paper "Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing"
deep-high-resolution-net.pytorch
The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"
icra2017-visual-navigation-1
Target-driven Visual Navigation in Indoor Scenes using Deep Reinforcement Learning
cups-rl
Customisable Unified Physical Simulations (CUPS) for Reinforcement Learning. Experiments run on the ai2thor environment (http://ai2thor.allenai.org/) e.g. using A3C, RainbowDQN and A3C_GA (Gated Attention multi-modal fusion) for Task-Oriented Language Grounding (tasks specified by natural language instructions) e.g. "Pick up the Cup or else"
HSE-NLP-Coursera
Solution for https://www.coursera.org/learn/language-processing