laisun

2014

Official content for the Fall 2014 Harvard CS109 Data Science course

2014_data

Data directory for the CS109 Data Science course

5th_place_solution_facebook_check_ins

My solution rank 5th/1212 in Facebook check ins prediction competition at Kaggle

abcnn-keras

Keras implementation of ABCNN by Yin & Schütze (WIP)

AdversarialNetsPapers

The classical papers and codes about generative adversarial nets

Agriculture_KnowledgeGraph

农业知识图谱(KG)：农业领域的信息检索，命名实体识别，关系抽取，分类树构建，数据挖掘

Algorithm_Interview_Notes-Chinese

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

algorithms-data-structures

Continually updated Python Notebooks containing coding problems and solutions (algorithms and data structures).

mlstudy

mlstudy

laisun/5th_place_solution_facebook_check_ins

My solution rank 5th/1212 in Facebook check ins prediction competition at Kaggle

laisun/bandit

Python AST-based static analyzer from OpenStack Security Group

laisun/CharCNN

laisun/CNN-for-Sentence-Classification-in-Keras

Convolutional Neural Networks for Sentence Classification in Keras

laisun/CNN_sentence

CNNs for sentence classification

laisun/deeplearning-papernotes

Summaries and notes on Deep Learning research papers

laisun/DeepLearningFlappyBird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

laisun/deepwalk

DeepWalk - Deep Learning for Graphs

laisun/dgk_lost_conv

dgk_lost_conv 中文对白语料 chinese conversation corpus

laisun/edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

laisun/encoder_decoder

Four styles of encoder decoder model by Python, Theano, Keras and Seq2Seq

laisun/intro-to-deep-learning-for-nlp

The repository contains code walkthroughs which introduces Deep Learning in the field of Natural Language Processing.

laisun/Kaggle-Ensemble-Guide

Code for the Kaggle Ensembling Guide Article on MLWave

laisun/leetcode

LeetCode题解，151道题完整版

laisun/LSTM-Human-Activity-Recognition

Human activity recognition using TensorFlow on smartphones dataset and an LSTM RNN. Classifying the type of movement amongst six categories (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING, LAYING).

laisun/MachineLearning

This project contain some machine learning algrithm demo.Maybe the code is also useful to you.

laisun/mlxtend

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

laisun/neural-summary-tensorflow

TensorFlow implementation of "A Neural Attention Model for Abstractive Summarization" (in progress)

laisun/node2vec

laisun/simhash

中文文档simhash值计算

laisun/spark-ml-randomforest-creditrisk

laisun/SVDFeature_DMLC

SVDFeature with parameter server for recommendation

laisun/tensorflow_vae

A variational autoencoder in tensorflow

laisun/TF-recomm

Tensorflow-based Recommendation systems

laisun/tffm

TensorFlow implementation of an arbitrary order Factorization Machine

laisun/tflearn

Deep learning library featuring a higher-level API for TensorFlow.

laisun/visual-qa

Keras-based LSTM/CNN models for Visual Question Answering

laisun/vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

laisun/xiaoego.com

xiaoego.com源码，校园O2O购物平台

laisun/yii2-grid

Enhanced GridView with various utilities for Yii Framework 2.0