bowei-wang Goto Github PK

ailearning-theory-applying

快速上手Ai理论及应用实战：基础知识、ML、DL、NLP-BERT、竞赛。含大量注释及数据集，力求每一位能看懂并复现。

arviz

Exploratory analysis of Bayesian models with Python

banality-of-assholeness

bayesian-modelling-in-python

A python tutorial on bayesian modeling techniques (PyMC3)

bayesian-stats-modelling-tutorial

How to do Bayesian statistical modelling using numpy and PyMC3

benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

computational-social-science-training-program

This course is a rigorous, year-long introduction to computational social science. We cover topics spanning reproducibility and collaboration, machine learning, natural language processing, and causal inference. This course has a strong applied focus with emphasis placed on doing computational social science.

coursework

summer school coursework

cs-self-learning

cs-self-learning

datasciencer

a curated list of R tutorials for Data Science, NLP and Machine Learning

geospatialdatascience

Course materials for: Geospatial Data Science

getting-started-with-the-twitter-api-v2-for-academic-research

A course on getting started with the Twitter API v2 for academic research

kphd_css

Kellogg PhD Computational Social Science: Methods and Applications

layout-parser

A Unified Toolkit for Deep Learning Based Document Image Analysis

machine-learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

ml_for_hackers

Code accompanying the book "Machine Learning for Hackers"

mlr

Machine Learning in R

networkanalysis

nlp-beginner

NLP上手教程

practical_python_programming_2021

北邮《Python编程与实践》课程(2021)

pymc

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

python-100-days

Python - 100天从新手到大师

sicss-aachen-graz

Repository for the learning materials of the Aachen-Graz SICSS location.

sicss-python-crash-course-1

The Python crash course of the Summer Institute in Computational Social Science 2022!

stopwords-ru

Russian stopwords collection

summer-institute

Summer Institutes in Computational Social Science

svm-r-markdown-templates

This is my (deprecated) suite of R Markdown templates for academic manuscripts, beamer presentations, and syllabi. DOWNLOAD {stevetemplates} INSTEAD.

tidytuesday

Official repo for the #tidytuesday project

uqwxd-react_labs

react_todolist