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Joseph Lee (joseph-jnl)

joseph-jnl

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Joseph Lee's starred repositories

GetCards

Notebook to download machine learning flashcards

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scikit-plot

An intuitive library to add plotting functionality to scikit-learn objects.

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keras

Deep Learning for humans

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DataScienceWorkout

This is a collection of my "workout"s on data science.

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algorithms

Minimal examples of data structures and algorithms in Python

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hydrogen

:atom: Run code interactively, inspect data, and plot. All the power of Jupyter kernels, inside your favorite text editor.

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interactive-coding-challenges

120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

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probability_cheatsheet

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

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PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

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interviews

Everything you need to know to get the job.

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imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

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docker-postgresql

Dockerfile to build a PostgreSQL container image which can be linked to other containers.

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dl-docker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)

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aws-spot-bot

A simple script to automate the creation of the cheapest and most stable AWS spot instances.

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pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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requests-for-research

A living collection of deep learning problems

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CommAI-env

A platform for developing AI systems as described in A Roadmap towards Machine Intelligence - http://arxiv.org/abs/1511.08130

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Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

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TrumpScript

Make Python great again

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tsfresh

Automatic extraction of relevant features from time series:

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K-Nearest-Neighbors-with-Dynamic-Time-Warping

Python implementation of KNN and DTW classification algorithm

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tflearn

Deep learning library featuring a higher-level API for TensorFlow.

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amica

Code for AMICA: Adaptive Mixture ICA with shared components

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pylearn2

Warning: This project does not have any current developer. See bellow.

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Lasagne

Lightweight library to build and train neural networks in Theano

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scikit-neuralnetwork

Deep neural networks without the learning cliff! Classifiers and regressors compatible with scikit-learn.

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HangoutsBot

Python 3 Bot for Hangouts

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django-registration

Django-registration (redux) provides user registration functionality for Django websites.

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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)

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django-rest-framework-jwt

JSON Web Token Authentication support for Django REST Framework

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