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interview

笔试面试知识整理

iquant

isicp

Interactive Structure and Interpretation of Computer Programs

ivideo

一个可以观看国内主流视频平台所有视频的客户端（Mac、Windows、Linux） A client that can watch video of domestic(China) mainstream video platform

jd

JData京东算法大赛入门程序

jiezhang

基于 wepy 开发的一款纯记账的微信小程序

kaggle-avazu

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

kaggle-playground

Preparing for serious Kaggle competitions!

kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

kdd_2012_track1

A simple solution of 2012 KDD Cup Track 1

leeml-notes

李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes

lightsabers

May 4 be with you!

lstm

Minimal, clean example of lstm neural network training in python, for learning purposes.

lstm-neural-network-for-time-series-prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

machine-learning-coursera-1

This repo is specially created for all the work done my me as a part of Coursera's Machine Learning Course.

machinelearning

Basic Machine Learning and Deep Learning

machinelearning_zhouzhihua_problemsets

Exercises answers to the book "machine-learning" written by Zhou Zhihua。周志华《机器学习》课后习题，个人解答。各算法都拿numpy和pandas实现了一遍

math-of-machine-learning-course-by-siraj

Implements common machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.

memo

a memo / 一个便签软件

metrics

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

mev_bundle_generator

A MEV bundle generator written in Rust

miemie

🐑 咩咩单词：简易背单词的微信小程序

miniprogram-demo

微信小程序示例

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mrec

A recommender systems development and evaluation package by Mendeley

neural-networks

brief introduction to Python for neural networks

o2o-coupon-usage-forecast

1st Place Solution for O2O Coupon Usage Forecast

paip-lisp

Lisp code for the textbook "Paradigms of Artificial Intelligence Programming"

photographicimagesynthesis

Photographic Image Synthesis with Cascaded Refinement Networks

projects

:page_with_curl: A list of practical projects that anyone can solve in any programming language.