Joseph Lee's starred repositories
scikit-plot
An intuitive library to add plotting functionality to scikit-learn objects.
DataScienceWorkout
This is a collection of my "workout"s on data science.
algorithms
Minimal examples of data structures and algorithms in Python
interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
probability_cheatsheet
A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
interviews
Everything you need to know to get the job.
imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
docker-postgresql
Dockerfile to build a PostgreSQL container image which can be linked to other containers.
aws-spot-bot
A simple script to automate the creation of the cheapest and most stable AWS spot instances.
requests-for-research
A living collection of deep learning problems
CommAI-env
A platform for developing AI systems as described in A Roadmap towards Machine Intelligence - http://arxiv.org/abs/1511.08130
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
TrumpScript
Make Python great again
K-Nearest-Neighbors-with-Dynamic-Time-Warping
Python implementation of KNN and DTW classification algorithm
scikit-neuralnetwork
Deep neural networks without the learning cliff! Classifiers and regressors compatible with scikit-learn.
HangoutsBot
Python 3 Bot for Hangouts
django-registration
Django-registration (redux) provides user registration functionality for Django websites.
django-rest-auth
This app makes it extremely easy to build Django powered SPA's (Single Page App) or Mobile apps exposing all registration and authentication related functionality as CBV's (Class Base View) and REST (JSON)
django-rest-framework-jwt
JSON Web Token Authentication support for Django REST Framework