Pinned Repositories
AlgoWiki
总结算法刷题套路，在线阅读：
BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
contextualized-topic-models
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.
deeplearning-assignment
吴恩达-深度学习-课后作业-答案与总结
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
DL_notes
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
lei-liu1's Repositories
lei-liu1/DL_notes
lei-liu1/AlgoWiki
总结算法刷题套路，在线阅读：
lei-liu1/BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
lei-liu1/contextualized-topic-models
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.
lei-liu1/d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.
lei-liu1/deeplearning-assignment
吴恩达-深度学习-课后作业-答案与总结
lei-liu1/deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
lei-liu1/Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
lei-liu1/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
lei-liu1/machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
lei-liu1/iptv
Collection of 8000+ publicly available IPTV channels from all over the world
lei-liu1/ML-notes
notes about machine learning
lei-liu1/nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
lei-liu1/nlpaug
Data augmentation for NLP
lei-liu1/ntm
lei-liu1/OCTIS
OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)
lei-liu1/Reinforcement-Learning-2nd-Edition-by-Sutton-Exercise-Solutions
Solutions of Reinforcement Learning, An Introduction
lei-liu1/reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
lei-liu1/SimCSE
EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings