Zhi's repositories
1000-hours
Pay your attention into 1000 hours, and you can master anything you need.
awesome-gan-for-medical-imaging
Awesome GAN for Medical Imaging
call-for-service
RTI's open-source Call for Service (CFS) application for showing CFS/911 data.
data-science-from-scratch
code for Data Science From Scratch book
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.
data-visualize-chain
A tutorial for web data visualization chain
DiffLinker
DiffLinker: Equivariant 3D-Conditional Diffusion Model for Molecular Linker Design
DigiPathAI
Digital Pathology AI
dtplyr
Data table backend for dplyr
FastGAN-pytorch
Official implementation of the paper "Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis" in ICLR 2021
gentelella
Free Bootstrap 3 Admin Template
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
kaggle_otto
Submissions for Kaggle Otto Group Product Classification Challenge
Kubernetes-GPU-Guide
This guide should help fellow researchers and hobbyists to easily automate and accelerate there deep leaning training with their own Kubernetes GPU cluster.
langchain-ChatGLM
langchain-ChatGLM, local knowledge based ChatGLM with langchain ｜ 基于本地知识库的 ChatGLM 问答
machine-learning-notebooks
Stanford Machine Learning course exercises implemented with scikit-learn
ppd-magic-mirror
web analysis and visualization for PPD Magic Mirror Contest
ppd-magic-mirror-2
back again for ppdai
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
pynlpir
A Python wrapper around the NLPIR/ICTCLAS Chinese segmentation software.
pytorch-Deep-Learning
Deep Learning (with PyTorch)
pytorch-Deep-Learning-ZH
深度学习与（PyTorch 实战）
soda-analyze
Web Analysis for SODA(Shanghai Open Data Apps)
spithread
This is web-crawler written in Python3 and implemented in Django to use as a web app
statlearning-notebooks
Python notebooks for exercises covered in Stanford statlearning class (where exercises were in R).