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abagen

A toolbox for working with Allen Human Brain Atlas microarray expression data

api-python

Python client library to access Data Commons

blackdoc

A two-column Jekyll theme for websites that require a master-detail layout for viewing of content

carbonize

A collection of carbon footprint calculators.

codespell

check code for common misspellings

csc461p1

factiva-news-python

Python package to interact with Factiva news-related APIs. Services are described in the Dow Jones Developer Platform.

icloud_photos_downloader

A command-line tool to download photos from iCloud

just-the-docs

A modern, high customizable, responsive Jekyll theme for documention with built-in search.

livingpeacfully.github.io

lonly7star

Config files for my GitHub profile.

maoxiaoke.github.io

A blog template, powered by Jekyll

metaflow

:rocket: Build and manage real-life data science projects with ease!

opencl-headers

Khronos OpenCL-Headers

ormlite-core

Core ORMLite functionality that provides a lite Java ORM in conjunction with ormlite-jdbc or ormlite-android

pyro5

Pyro 5 - Python remote objects for modern python versions

python-dotenv

Get and set values in your .env file in local and production servers. :tada:

recommendation-systems

Recommendation Systems This is a workshop on using Machine Learning and Deep Learning Techniques to build Recommendation Systesm Theory: ML & DL Formulation, Prediction vs. Ranking, Similiarity, Biased vs. Unbiased Paradigms: Content-based, Collaborative filtering, Knowledge-based, Hybrid and Ensembles Data: Tabular, Images, Text (Sequences) Models: (Deep) Matrix Factorisation, Auto-Encoders, Wide & Deep, Rank-Learning, Sequence Modelling Methods: Explicit vs. implicit feedback, User-Item matrix, Embeddings, Convolution, Recurrent, Domain Signals: location, time, context, social, Process: Setup, Encode & Embed, Design, Train & Select, Serve & Scale, Measure, Test & Improve Tools: python-data-stack: numpy, pandas, scikit-learn, keras, spacy, implicit, lightfm Notes & Slides Basics: Deep Learning AI Conference 2019: WhiteBoard Notes | In-Class Notebooks Notebooks Movies - Movielens 01-Acquire 02-Augment 03-Refine 04-Transform 05-Evaluation 06-Model-Baseline 07-Feature-extractor 08-Model-Matrix-Factorization 09-Model-Matrix-Factorization-with-Bias 10-Model-MF-NNMF 11-Model-Deep-Matrix-Factorization 12-Model-Neural-Collaborative-Filtering 13-Model-Implicit-Matrix-Factorization 14-Features-Image 15-Features-NLP Ecommerce - YooChoose 01-Data-Preparation 02-Models News - Hackernews Product - Groceries Python Libraries Deep Recommender Libraries Tensorrec - Built on Tensorflow Spotlight - Built on PyTorch TFranking - Built on TensorFlow (Learning to Rank) Matrix Factorisation Based Libraries Implicit - Implicit Matrix Factorisation QMF - Implicit Matrix Factorisation Lightfm - For Hybrid Recommedations Surprise - Scikit-learn type api for traditional alogrithms Similarity Search Libraries Annoy - Approximate Nearest Neighbour NMSLib - kNN methods FAISS - Similarity search and clustering Learning Resources Reference Slides Deep Learning in RecSys by Balázs Hidasi Lessons from Industry RecSys by Xavier Amatriain Architecting Recommendation Systems by James Kirk Recommendation Systems Overview by Raimon and Basilico Benchmarks MovieLens Benchmarks for Traditional Setup Microsoft Tutorial on Recommendation System at KDD 2019 Algorithms & Approaches Collaborative Filtering for Implicit Feedback Datasets Bayesian Personalised Ranking for Implicit Data Logistic Matrix Factorisation Neural Network Matrix Factorisation Neural Collaborative Filtering Variational Autoencoders for Collaborative Filtering Evaluations Evaluating Recommendation Systems

regex4ocr

Plug regular expression models into OCR string results of document pictures to extract structured data!

rxpy-backpressure

Back pressure strategies for use with RxPy

serpextract

Easy extraction of keywords and engines from search engine results pages (SERPs).

shub

Scrapinghub Command Line Client

sphinx-gallery

Sphinx extension for automatic generation of an example gallery

spidermon

Scrapy Extension for monitoring spiders execution.

stats_arrays

test

test for eng331

tuna

:fish: Python profile viewer

typeguard

Run-time type checker for Python

wasabi

Wasabi A/B Testing service is an open source project that is no longer under active development or being supported