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awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

book

books

book list

cpp_book

deepinterestnetwork

dirbot-mysql

Scrapy project based on dirbot to show how to use Twisted's adbapi to store the scraped data in MySQL.

ec2_tools

Scripts to make it easier to set up and manipulate clusters at Amazon EC2

gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

imagestack

Git mirror of ImageStack

learngit

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

patchmatch

Quickly finds most similar patch(square region) for every patch at an image.

spearmint

Spearmint Bayesian optimization codebase

spearmint-1

Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012

starspace

Learning embeddings for classification, retrieval and ranking.

statistical_learning_method

Some implementation of the statistical learning method by lihang