alvinthai

interviews

Everything you need to know to get the job.

rich

Rich is a Python library for rich text and beautiful formatting in the terminal.

bypass-paywalls-chrome

Bypass Paywalls web browser extension for Chrome and Firefox.

n8n

Free and source-available fair-code licensed workflow automation tool. Easily automate tasks across different services.

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

scientific-visualization-book

An open access book on scientific visualization using python and matplotlib

dbt-core

dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.

interpret

Fit interpretable models. Explain blackbox machine learning.

layout-parser

A Unified Toolkit for Deep Learning Based Document Image Analysis

zenml

ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.

FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

PandasGUI

A GUI for Pandas DataFrames

ml-surveys

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

shapash

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

Box

Python dictionaries with advanced dot notation access

ecco

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

javascript-cheatsheet

Learn the basic terminologies, concepts and syntax of JavaScript

wtte-rnn

WTTE-RNN a framework for churn and time to event prediction

tsmoothie

A python library for time-series smoothing and outlier detection in a vectorized way.

kneed

Knee point detection in Python :chart_with_upwards_trend:

FES

Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson

cheatsheet.dennyzhang.com

Apply best practices via CheatSheets

language_tool_python

a free python grammar checker 📝✅

thumbprint

Thumbprint is the design system at Thumbtack.

gam-changer

Editing machine learning models to reflect human knowledge and values

timeseries-tutorial-kdd-2022

KDD'22 Tutorial: Robust Time Series Analysis and Applications An Industrial Perspective

sparkline-nb

Render sparkline style charts in pandas dataframes

medium_visualization

kdd2022-tutorial

Tutorial on Glassbox Machine Learning at KDD 2022