woo-chia-wei

awesome-python

An opinionated list of awesome Python frameworks, libraries, software and resources.

project-based-learning

Curated list of project-based tutorials

Python

All Algorithms implemented in Python

gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

poetry

Python packaging and dependency management made easy

cookiecutter

A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.

pyscript

Try PyScript: https://pyscript.com Examples: https://tinyurl.com/pyscript-examples Community: https://discord.gg/HxvBtukrg2

autogluon

Fast and Accurate ML in 3 Lines of Code

hug

Embrace the APIs of the future. Hug aims to make developing APIs as simple as possible, but no simpler.

interpret

Fit interpretable models. Explain blackbox machine learning.

pipreqs

pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this project forward.

papermill

📚 Parameterize, execute, and analyze notebooks

RPA-Python

Python package for doing RPA

dtreeviz

A python library for decision tree visualization and model interpretation.

Getting-Things-Done-with-Pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

TransmogrifAI

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

MEDIUM_NoteBook

Repository containing notebooks of my posts on Medium

scikit-lego

Extra blocks for scikit-learn pipelines.

tensor-house

A collection of reference Jupyter notebooks and demo AI/ML applications for enterprise use cases: marketing, pricing, supply chain, smart manufacturing, and more.

pyspark-examples

Pyspark RDD, DataFrame and Dataset Examples in Python language

ppscore

Predictive Power Score (PPS) in Python

machine-learning-yearning

Machine Learning Yearning book by 🅰️𝓷𝓭𝓻𝓮𝔀 🆖

drawdata

Draw datasets from within Jupyter.

tsmoothie

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

Building-a-Simple-Chatbot-in-Python-using-NLTK

Building a Simple Chatbot from Scratch in Python (using NLTK)

Variational-Lstm-Autoencoder

Lstm variational auto-encoder for time series anomaly detection and features extraction

catalog_of_requirements_for_ai_products

The purpose of the catalog is to help data science teams to collect all the requirements to consider while building a ML model and productionizing it.

activematter-python

Active Matter simulation

IntroToEventLogMiningMeetup

GitHub Repository for the 01/04/2016 Meetup titled "Introduction to Event Log Mining with R".

self-supervised-ts-classification