The way of structure, the way of programming
Sharon's Blog: Machine Learning Algorithm Principles and Implementation Column
RDD operations, shuffle and persistence
Kaggle Competition Past Solutions
when we are talking about data mining
CS231n Machine Learning Course
Deep learning notes organized by Li Qinqin
The road to AI (including deep learning, computer vision, object detection)
UFLDL - "Deep Learning" tutorial by Professor Andrew Ng of Stanford University
Deep Learning (deep learning) study notes series
Wu Enda's free deep learning course in NetEase Cloud Classroom
Common network structures in TensorFlow
python3 tensorflow video tutorial
word2vec principle
Big Brother Blog: Deep Learning, Optimization Algorithms, Machine Learning
Kaggle competition source code
- wiki challange
— Implementation of Dell Zhang's solution to a wiki prediction challenge on Kaggle . - kaggle insults — Code submitted for the "Detect insults from social media comments" contest on Kaggle
- kaggle_acquire-valued-shoppers-challenge — Code for Kaggle predict repeat customers challenge
- kaggle-cifar — Code for the CIFAR-10
competition on Kaggle, using cuda-convnet - kaggle-blackbox — Code for the blackbox competition on Kaggle, about deep learning.
- kaggle-accelerometer — Code for accelerometer data identification user competition on Kaggle
- kaggle-advertised-salaries — Code for advertised salary prediction competition on Kaggle
- kaggle amazon — Code for a competition on Kaggle to predict access needs for a given employee role
- kaggle-bestbuy_big — code for predicting clicked product competition based on bestbuy user query on Kaggle (big data version)
- kaggle-bestbuy_small — code for predicting clicked product competition based on bestbuy user query on Kaggle (small data version)
- Kaggle Dogs vs. Cats — Code for a competition to identify cats and dogs from pictures on Kaggle
- Kaggle Galaxy Challenge — The winning code for the distant galaxy morphology classification competition on Kaggle
- Kaggle Gender — Kaggle competition: distinguishing gender from handwriting
- Kaggle Merck — code for the competition to predict the activity of drug molecules on Kaggle (Sponsored by Merck)
- Kaggle Stackoverflow — Code on Kaggle to
predict whether Stack Overflow site questions will be closed contests - wine-quality — predicts wine quality.
kaggle-2014-criteo CTR estimate
WeChat Official Account: Data Mining DW, AI Technology Review, AI Frontline, Heart of Machines, Machine Learning Research Association, Global Artificial Intelligence , Beauty of Algorithms and Mathematics, Xinzhiyuan, Data School THU
The way of structure, the way of programming
Sharon's Blog: Machine Learning Algorithm Principles and Implementation Column
RDD operations, shuffle and persistence
Kaggle Competition Past Solutions
when we are talking about data mining
CS231n Machine Learning Course
Deep learning notes organized by Li Qinqin
The road to AI (including deep learning, computer vision, object detection)
UFLDL - "Deep Learning" tutorial by Professor Andrew Ng of Stanford University
Deep Learning (deep learning) study notes series
Wu Enda's free deep learning course in NetEase Cloud Classroom
Common network structures in TensorFlow
python3 tensorflow video tutorial
word2vec principle
Big Brother Blog: Deep Learning, Optimization Algorithms, Machine Learning
Kaggle competition source code
- wiki challange
— Implementation of Dell Zhang's solution to a wiki prediction challenge on Kaggle . - kaggle insults — Code submitted for the "Detect insults from social media comments" contest on Kaggle
- kaggle_acquire-valued-shoppers-challenge — Code for Kaggle predict repeat customers challenge
- kaggle-cifar — Code for the CIFAR-10
competition on Kaggle, using cuda-convnet - kaggle-blackbox — Code for the blackbox competition on Kaggle, about deep learning.
- kaggle-accelerometer — Code for accelerometer data identification user competition on Kaggle
- kaggle-advertised-salaries — Code for advertised salary prediction competition on Kaggle
- kaggle amazon — Code for a competition on Kaggle to predict access needs for a given employee role
- kaggle-bestbuy_big — code for predicting clicked product competition based on bestbuy user query on Kaggle (big data version)
- kaggle-bestbuy_small — code for predicting clicked product competition based on bestbuy user query on Kaggle (small data version)
- Kaggle Dogs vs. Cats — Code for a competition to identify cats and dogs from pictures on Kaggle
- Kaggle Galaxy Challenge — The winning code for the distant galaxy morphology classification competition on Kaggle
- Kaggle Gender — Kaggle competition: distinguishing gender from handwriting
- Kaggle Merck — code for the competition to predict the activity of drug molecules on Kaggle (Sponsored by Merck)
- Kaggle Stackoverflow — Code on Kaggle to
predict whether Stack Overflow site questions will be closed contests - wine-quality — predicts wine quality.
kaggle-2014-criteo CTR estimate
WeChat Official Account: Data Mining DW, AI Technology Review, AI Frontline, Heart of Machines, Machine Learning Research Association, Global Artificial Intelligence , Beauty of Algorithms and Mathematics, Xinzhiyuan, Data School THU