Yang (Henry) Liu's Projects
Example notebooks that show how to apply quantum computing in Amazon Braket.
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
吴恩达老师的机器学习课程个人笔记
Comparative study of the main techniques used for COVID modeling where the information available is infected curve. The objective is to identify those univariate techniques that produce the best results, analyzing whether the more complex models are really able to provide better predictions.
Pretrained BERT model for analysing COVID-19 Twitter data
This dataset is for "Monitoring COVID-19 pandemic through the lens of social media using natural language processing and machine learning".
Natural Language Processing.
Analysis of Student's Academic Performance using Machine Learning and Data Visualization
A repository of books in data science
a toolbox for computing with monoidal categories
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
A course on getting started with the Twitter API v2 for academic research
Reconstruct daily trends data over extended period
Repository containing challenges for the qBraid HAQS 2022 quantum computing hackathon.
My Blog / Jekyll Themes / PWA
For IBM Quantum Fall Challenge 2022
KLayout Python library for integrated quantum circuit design.
A high-level Python library for Quantum Natural Language Processing
✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解
A `Neural = Symbolic` framework for sound and complete weighted real-value logic
Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs
NLP 领域常见任务的实现,包括新词发现, 以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生成等。
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
analysis of mental health support groups on Reddit
Natural Language Processing Tutorial for Deep Learning Researchers
A list of NLP(Natural Language Processing) tutorials