Yang (Henry) Liu's Projects
Jupyter notebooks for the Natural Language Processing with Transformers book
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Qiskit Global Summer School 2021 hosted by IBM Quantum, focused on Quantum Machine Learning.
Lecture notebooks and coding assignments for the quantum machine learning MOOC created by Peter Wittek on EdX in the Spring 2019
My assignment solutions for Quantum Computing Workshop
Codes for efficiently implementing quantum neural network classifiers
Perform network analysis on reddit
A complete end to end project to collect, clean and perform Machine Learning tasks on r/india posts to predict the flair accordingly. (Apr-2020)
Twitter Sentiment Analysis
This is for "Surveillance of COVID-19 Pandemic using Social Media: A Reddit Study in North Carolina".
Reading Materials
Time Series Analysis and Forecasting in Python
This Time Series Forecasting I-Python notebooks are from DerekBanas Youtube tutorial on time-series-analysis. These notebook feature a lot of techniques that can be used to predict the future for time series data like weather, stocks, etc.
Tools to Design or Visualize Architecture of Neural Network
π€ Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Config files for my GitHub profile.
This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.