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high-frequency-trading-model-with-ib

A high-frequency trading model using Interactive Brokers API with pairs and mean-reversion in Python

interview_notes-chinese

2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记

jd

kaggle-2014-criteo

kaggle-avazu

2nd place solution for Avazu click-through rate prediction competition

kaggle-avazu-1

Code for the 3rd place finish for Avazu Click-Through Rate Prediction

kaggle-avazu-2

kaggle-quora-solution-8th

kaggler

add ftrl_fm cython implementation

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.

lectures

Oxford Deep NLP 2017 course

lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

lightning

Large-scale linear classification and regression in Python/Cython.

machine-learning-coursera

Programming assignments from Coursera's Machine Learning course taught by Andrew Ng.

machinelearning

Basic Machine Learning and Deep Learning

ml

Implementations of classic Machine Learning algorithms

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

nonparametricknn

A KNN regressor that gives predictions based on customized loss function.

o2o-coupon-usage-forecast

1st Place Solution for O2O Coupon Usage Forecast

oh-my-zsh

A delightful community-driven (with 1,100+ contributors) framework for managing your zsh configuration. Includes 200+ optional plugins (rails, git, OSX, hub, capistrano, brew, ant, php, python, etc), over 140 themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

pandasql

sqldf for pandas

peizhi

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 ;)

publications-of-deep-learning-in-nlp

collect the publications and related resources of Deep Learning in NLP

pvdm

:books: Implementation of Q.V. Le, and T. Mikolov, "Distributed Representations of Sentences and Documents ICML", 2014.

resumesample

Resume template for Chinese programmers . 程序员简历模板系列。包括PHP程序员简历模板、iOS程序员简历模板、Android程序员简历模板、Web前端程序员简历模板、Java程序员简历模板、C/C++程序员简历模板、NodeJS程序员简历模板、架构师简历模板以及通用程序员简历模板

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

show-me-the-code

Python 练习册，每天一个小程序

spacevim

:two_hearts: A community-driven vim distribution inspired by spacemacs

spark

Mirror of Apache Spark