Thomas-Lee's Projects
Store cheat sheets in learning
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,近30万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06
deep learning projects made easy.
A repo to store my materials generated in the study of Dialogue State Tracking
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
Code for the paper Non-Autoregressive Dialog State Tracking (ICLR20)
Natural Language Processing Tutorial for Deep Learning Researchers
"Probabilistic Machine Learning" - a book series by Kevin Murphy
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
A repository to store materials when I did the research of efficient and effective algorithms to find attribute reducts
A unified, comprehensive and efficient recommendation library
A simple and easy to use PID controller in Python
Config files for my GitHub profile.
The private blog of your thomas lee!