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1000-hours

Pay your attention into 1000 hours, and you can master anything you need.

algorithmssedgewick

Code from the book "Algorithms" (4th ed.) by Robert Sedgewick and Kevin Wayne (original, and my solutions to exercises).

awesome-awesomeness

A curated list of awesome awesomeness

awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

blog

call-for-service

RTI's open-source Call for Service (CFS) application for showing CFS/911 data.

choroplethanimation

choroplethanimation

cola

A distributed crawling framework.

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

datasharing

The Leek group guide to data sharing

difflinker

DiffLinker: Equivariant 3D-Conditional Diffusion Model for Molecular Linker Design

digipathai

Digital Pathology AI

digitalhistopath

document-sharing

doing_data_science

This is the example code repository for Doing Data Science by Cathy O'Neil and Rachel Schutt (O'Reilly Media)

dplyr-tutorial

Tutorials for the dplyr package in R

dtplyr

Data table backend for dplyr

elite

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

jiqihumanr.github.io

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

machinelearning-c---code

using c++ code to show the example of machine learning

ml_for_hackers

Code accompanying the book "Machine Learning for Hackers"