😎 Awesome lists about all kinds of topics and tools interesting to D-Labbers
☆18Nov 28, 2024Updated last year
Alternatives and similar repositories for awesome-dlab
Users that are interested in awesome-dlab are comparing it to the libraries listed below
Sorting:
- Materials for 2021 Workshop on Text and Network Methods☆12Jun 16, 2022Updated 3 years ago
- L&S 88-5 Connector Course to Data 8☆15Apr 12, 2018Updated 7 years ago
- Text Analysis Workshops for UC Berkeley's D-Lab☆27Sep 16, 2017Updated 8 years ago
- D-Lab's 3 hour introduction to Qualtrics Fundamentals. Learn how to design and manage your own surveys in Qualtrics.☆15Oct 4, 2023Updated 2 years ago
- The joy and power of functional programming in R☆28May 4, 2022Updated 3 years ago
- lvm4net Latent Variable Models for Networks☆11Dec 10, 2021Updated 4 years ago
- R functions for project setup, data cleaning, machine learning, SuperLearner, parallelization, and targeted learning.☆19Aug 13, 2025Updated 6 months ago
- D-Lab's Machine Learning Working Group at UC Berkeley, with supervised & unsupervised learning tutorials in R and Python☆66Mar 10, 2019Updated 6 years ago
- ☆15Jun 28, 2017Updated 8 years ago
- D-Lab's 6 hour introduction to machine learning in R. Learn the fundamentals of machine learning, regression, and classification, using t…☆45Mar 1, 2023Updated 3 years ago
- Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles☆194Mar 25, 2021Updated 4 years ago
- Introduction to Programming for UC Berkeley's D-Lab☆24Aug 12, 2018Updated 7 years ago
- D-Lab R-intensive teaching materials☆22Mar 8, 2017Updated 8 years ago
- D-Lab's 3 hour introduction to basic Bash commands and using version control with Git and Github.☆136Apr 9, 2024Updated last year
- Workshop (6 hours): Deep learning in R using Keras. Building & training deep nets, image classification, transfer learning, text analysis…☆124Apr 9, 2024Updated last year
- This course is a rigorous, year-long introduction to computational social science. We cover topics spanning reproducibility and collabora…☆286Dec 4, 2025Updated 2 months ago
- Public discussion☆10Sep 12, 2016Updated 9 years ago
- ☆36Jul 13, 2018Updated 7 years ago
- Compressive Big Data Analytics (CBDA)☆14Jan 31, 2022Updated 4 years ago
- A scalable distillation of D-Lab's R-FUN!damentals series to help you get onboarded to R fast!☆10Jan 7, 2021Updated 5 years ago
- Modern Methods of Applied Statistics (Spring 2023) STAT 34800☆10May 20, 2023Updated 2 years ago
- Population, area, and density data for US counties.☆13Jun 25, 2025Updated 8 months ago
- This is a function designed for Qualtrics surveys to detect responses that may be from bots and survey-farmers.☆10Nov 26, 2018Updated 7 years ago
- LLM based Social Simulation by DAI Lab☆13Aug 18, 2025Updated 6 months ago
- RStudio Cloud ☁️ resources to accompany tidymodels.org☆12Oct 28, 2021Updated 4 years ago
- UC Berkeley Legal Studies 123 Spring 2022☆14May 28, 2025Updated 9 months ago
- D-Lab's 2-hour workshop on AI-assisted coding in Visual Studio Code using GitHub Copilot and R.☆14Nov 18, 2025Updated 3 months ago
- SuperLearner guide: fitting models, ensembling, prediction, hyperparameters, parallelization, timing, feature selection, etc.☆37Apr 17, 2019Updated 6 years ago
- python resources of berkeley curated at a place☆48May 30, 2024Updated last year
- D-Lab's 9 hour introduction to text analysis with Python. Learn how to perform bag-of-words, sentiment analysis, topic modeling, word emb…☆45Sep 27, 2021Updated 4 years ago
- Collection of articles for the Machine Learning Journal Club☆11Mar 4, 2020Updated 5 years ago
- Courses at Stanford that teach or use R☆10Aug 22, 2018Updated 7 years ago
- Recursive partitioning (tree models) of psychometric networks☆13Sep 5, 2022Updated 3 years ago
- ☆13Aug 6, 2019Updated 6 years ago
- ☆10Mar 8, 2017Updated 8 years ago
- R humanize functions☆13Apr 4, 2018Updated 7 years ago
- Code for H. Narasimhan, "Learning with Complex Loss Functions and Constraints", AISTATS 2018☆11Mar 21, 2018Updated 7 years ago
- Convert digital images into georeferenced rasters☆13Updated this week
- Topic Evolution Analysis - an algorithm for analyzing knowledge flow in text based corpora☆14Oct 16, 2016Updated 9 years ago