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2015

Public material for CS109

altwitter

Twitter metadata profiles of the Members of European Parliament

bayesmadesimple

Code for a tutorial on Bayesian Statistics by Allen Downey.

bear-power-pack

A collection of workflows enhancing Bear writer app on iOS and Mac.

capstone_project

capstone project

clickbait-detector

Detects clickbait headlines using deep learning.

cornell-cs5785-applied-ml

Teaching materials for the applied machine learning course at Cornell Tech

deepbayes-2019

Practical assignments of the Deep|Bayes summer school 2019

djitellopy

DJI Tello drone python interface using the official Tello SDK. Feel free to contribute!

eleventy-starter-ghost

feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

folium

Python Data. Leaflet.js Maps.

gitsidian

An obsidian theme inspired by GitHub markdown styles

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

mtoto.github.io

Blog

noncestatistics

a simple tool to get a bunch of ApNonces from iOS devices

pikachu-detection

Detecting Pikachu on Android using Tensorflow Object Detection API

pokemon.json

Pokemon dataset in JSON.

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pymc3

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

pysimplegui

Launched in 2018 Actively developed and supported. Supports tkinter, Qt, WxPython, Remi (in browser). Create custom layout GUI's simply. Python 2.7 & 3 Support. 100+ Demo programs & Cookbook for rapid start. Extensive documentation. Examples using Machine Learning(GUI, OpenCV Integration, Chatterbot), Floating Desktop Widgets, Matplotlib + Pyplot integration, add GUI to command line scripts, PDF & Image Viewer. For both beginning and advanced programmers .

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

snakegame

A neural networks based snake game

stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

tensorflow-book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

textgenrnn

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

the-grandfather

Text analysis of all dialogues spoken by Rick and Morty; Visualised

thinkstats2

Text and supporting code for Think Stats, 2nd Edition

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow