PyMC educational resources

Statistical Rethinking course and book package

Statistical Rethinking Course for Jan-Mar 2023

R materials for a Bayesian single-case diagnostic method implemented in Stan. Repository is intended to house files for multiple projects surrounding the test and these methods. Included files are …

An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collec…

Definition and DDLs for the OMOP Common Data Model (CDM)

ATLAS is an open source software tool for researchers to conduct scientific analyses on standardized observational data

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than 100 days. Follow your own pace. These vide…

Supplemental notebooks for Yarkoni & Westfall (2016)

Course Materials for Bayesian Psychometric Modeling

A topic-centric list of HQ open datasets.

TLoL - League of Legends Deep Learning AI (Research and Development)

OCR powered screen-capture tool to capture information instead of images

Interactive Dashboards and Data Apps with Plotly and Dash, published by Packt

⭐️ Companies that don't have a broken hiring process

All Algorithms implemented in Python

Badges for your personal developer branding, profile, and projects.

🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more

This program tests one's working memory capacity for sequences of numbers or letters. The items in the sequence are displayed over time, which one is asked to recall in order.

A Python module to perform exploratory & confirmatory factor analyses.

In-depth tutorials for implementing deep learning models on your own with PyTorch.

500 AI Machine learning Deep learning Computer vision NLP Projects with code

Twitter API Client for node (REST & Streaming API)

A htmlwidgets implementation of Handsontable.js

Lecture notes and cheatsheets for Master's in Computer Science at ETH Zurich

Large medical text dataset curated for abbreviation disambiguation, designed for natural language understanding pre-training in the medical domain

1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.