Zhi Li's repositories
awesome-computer-vision
A curated list of awesome computer vision resources
awesome-deep-vision
A curated list of deep learning resources for computer vision
awesome-public-datasets
An awesome list of high-quality open datasets in public domains (on-going).
Coursera-Machine-Learning
Coursera Machine Learning - Python code
Data-Science--Cheat-Sheet
Cheat Sheets
data-science-ipython-notebooks
Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. https://bit.ly/data-notes
deeplearning-models
A collection of various deep learning architectures, models, and tips
DeepNLP-models-Pytorch
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
dive-into-machine-learning
Dive into Machine Learning with Python Jupyter notebook and scikit-learn
dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens and Luca Antiga.
eye-tracking
Eye Tracking on iPhone (iOS)
Learn-Algorithms
算法学习笔记
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
MacType.Decency
A MacType profile that provides decent solution to font rendering and font substitutions for Windows operating systems.
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
pyDataScienceToolkits_Base
使用Python进行数据分析实验工具NumPy、Pandas、Matplotlib、Scikit-learn的入门介绍，使用IPython Notebook格式
styleguide
Style guides for Google-originated open-source projects
zhili42.github.io
My homepage.