Tags

Deep Learning Structures Summary

Policy Gradient

Deep Reinforcement Learning Course Note (Part 3)

Uplift Model

Casual Inference Book Summary

Book Summary of Casual Inference - Why if (by Hernán MA / Robins JM)

Casual Inference Basic Concepts

Learner and Solver

The Way to General Intelligence ?

From Machine Learning to Deep Learning

Deep Learning Explain Series (Part 1)

Attention Mechanisms

Deep Learning Course Note (Part 8)

Graph Neural Network

The Logic Behind Matplotlib & Seaborn

XGBoost Explain

Reinforcement Learning Basic - Concepts and Taxonomy

Deep Reinforcement Learning Course Note (Part 2)

Recurrent Neural Networks

Deep Learning Course Note (Part 5)

Supervised Learning of Behaviors - Imitation Learning

Deep Reinforcement Learning Course Note (Part 1)

Deploy Sklearn Model with Pipeline and joblib

Sequence to Sequence

Deep Learning Course Note (Part 7)

Word Embedding

Deep Learning Course Note (Part 6)

Deep Learning Course Note (Part 4)

Convolutional Neutral Network (Part B)

Deep Learning Course Note (Part 3)

Convolutional Neutral Network (Part A)

Deep Learning Course Note (Part 2)

Hyperparameter Tuning, Regularization and Optimization

Deep Learning Course Note (Part 1)

Neutron Network and Deep Learning

Machine Learning Algorithms Summary

Leetcode-Greedy Algorithms Problems

Leetcode-Single Number

Leetcode-Remove Duplicates from Sorted Array

Breadth First Search (BFS) & Depth First Search (DFS)

Tree Traversals

Tree and Tree Algorithms

Recursion

Searching

Sorting Algorithms

Data Structure and Python Data Structure

Deep Learning Structures Summary

Attention Mechanisms

Deep Learning Course Note (Part 8)

Recurrent Neural Networks

Deep Learning Course Note (Part 5)

Sequence to Sequence

Deep Learning Course Note (Part 7)

Word Embedding

Deep Learning Course Note (Part 6)

Deep Learning Course Note (Part 4)

Convolutional Neutral Network (Part B)

Deep Learning Course Note (Part 3)

Convolutional Neutral Network (Part A)

Deep Learning Course Note (Part 2)

Hyperparameter Tuning, Regularization and Optimization

Deep Learning Course Note (Part 1)

Neutron Network and Deep Learning

Policy Gradient

Deep Reinforcement Learning Course Note (Part 3)

Attention Mechanisms

Deep Learning Course Note (Part 8)

Reinforcement Learning Basic - Concepts and Taxonomy

Deep Reinforcement Learning Course Note (Part 2)

Recurrent Neural Networks

Deep Learning Course Note (Part 5)

Supervised Learning of Behaviors - Imitation Learning

Deep Reinforcement Learning Course Note (Part 1)

Game Theory Course Note

Sequence to Sequence

Deep Learning Course Note (Part 7)

Word Embedding

Deep Learning Course Note (Part 6)

Deep Learning Course Note (Part 4)

Convolutional Neutral Network (Part B)

Deep Learning Course Note (Part 3)

Convolutional Neutral Network (Part A)

Deep Learning Course Note (Part 2)

Hyperparameter Tuning, Regularization and Optimization

Deep Learning Course Note (Part 1)

Neutron Network and Deep Learning

Attention Mechanisms

Deep Learning Course Note (Part 8)

Recurrent Neural Networks

Deep Learning Course Note (Part 5)

Game Theory Course Note

Sequence to Sequence

Deep Learning Course Note (Part 7)

Word Embedding

Deep Learning Course Note (Part 6)

Deep Learning Course Note (Part 4)

Convolutional Neutral Network (Part B)

Deep Learning Course Note (Part 3)

Convolutional Neutral Network (Part A)

Deep Learning Course Note (Part 2)

Hyperparameter Tuning, Regularization and Optimization

Regular Expression and Python re Module

Parallel in Python

Python Encoding

Python Module Tips

Python Module Tips

Linux Shell & Windows CMD

Linux Shell & Windows CMD

Git Summary

Python Encoding

如何做好事情

如何做好事情

Parallel in Python

Parallel in Python

Game Theory Course Note

Leetcode-Greedy Algorithms Problems

Leetcode-Single Number

Leetcode-Remove Duplicates from Sorted Array

Agile Development

How many time did you fail your long-term plans for the next year?

Deploy Sklearn Model with Pipeline and joblib

Regular Expression and Python re Module

Regular Expression and Python re Module

Policy Gradient

Deep Reinforcement Learning Course Note (Part 3)

Reinforcement Learning Basic - Concepts and Taxonomy

Deep Reinforcement Learning Course Note (Part 2)

Supervised Learning of Behaviors - Imitation Learning

Deep Reinforcement Learning Course Note (Part 1)

Customer-life-time-value(CLTV) Prediction Review

2019 - Deep Learning based Dynamic Pricing Model for Hotel Revenue Management

2023 - A Scalable and Debiased Approach to Dynamic Pricing with Causal Machine Learning and Optimization

2022 - Modeling Price Elasticity for Occupancy Prediction Hotel Dynamic Pricing

2019 - Dynamic Pricing for Airline Ancillaries with Customer Context

2023-Capturing Conversion Rate Fluctuation during Sales Promotions

A Novel Historical Data Reuse Approach

2019-150 Successful Machine Learning Models

6 Lessons Learned at Booking.com

2018 - Customized Regression Model for Airbnb Dynamic Pricing

2023- Learning To Rank Diversely

2019-Neural Product Retrieval at Walmart.com

2020-Improving Deep Learning For Airbnb Search

2017-Search Ranking and Personalization at Airbnb

2018-Applying Deep Learning To Airbnb Search

2019-Session-based Item Recommendation with Pairwise Features

2016-Deep Neural Networks for YouTube Recommendations

2013-Learning Deep Structured Semantic Models for Web Search using Clickthrough Data

2021-Hotel2vec, Learning Hotel Embeddings from User Click Sessions with Side Information

2018-Real-time Personalization using Embeddings for Search Ranking at Airbnb

2010-Personalized Click Prediction in Sponsored Search

2017-Model Ensemble for Click Prediction in Bing Search Ads

Learner and Solver

The Way to General Intelligence ?

Customer-life-time-value(CLTV) Prediction Review

Graph Neural Network

From Machine Learning to Deep Learning

Deep Learning Explain Series (Part 1)

Learner and Solver

The Way to General Intelligence ?

Uplift Model

Casual Inference Book Summary

Book Summary of Casual Inference - Why if (by Hernán MA / Robins JM)

Casual Inference Basic Concepts

Deep Learning Structures Summary

2010-Personalized Click Prediction in Sponsored Search

2017-Model Ensemble for Click Prediction in Bing Search Ads

2023-Capturing Conversion Rate Fluctuation during Sales Promotions

A Novel Historical Data Reuse Approach

2019-150 Successful Machine Learning Models

6 Lessons Learned at Booking.com

2023- Learning To Rank Diversely

2019-Neural Product Retrieval at Walmart.com

2020-Improving Deep Learning For Airbnb Search

2017-Search Ranking and Personalization at Airbnb

2018-Applying Deep Learning To Airbnb Search

2019-Session-based Item Recommendation with Pairwise Features

2016-Deep Neural Networks for YouTube Recommendations

2013-Learning Deep Structured Semantic Models for Web Search using Clickthrough Data

2010-Personalized Click Prediction in Sponsored Search

2017-Model Ensemble for Click Prediction in Bing Search Ads

2021-Hotel2vec, Learning Hotel Embeddings from User Click Sessions with Side Information

2018-Real-time Personalization using Embeddings for Search Ranking at Airbnb

2021-Hotel2vec, Learning Hotel Embeddings from User Click Sessions with Side Information

2018-Real-time Personalization using Embeddings for Search Ranking at Airbnb

2021-Hotel2vec, Learning Hotel Embeddings from User Click Sessions with Side Information

2018-Real-time Personalization using Embeddings for Search Ranking at Airbnb

2016-Deep Neural Networks for YouTube Recommendations

2013-Learning Deep Structured Semantic Models for Web Search using Clickthrough Data

2019-Session-based Item Recommendation with Pairwise Features

2019 - Deep Learning based Dynamic Pricing Model for Hotel Revenue Management

2023 - A Scalable and Debiased Approach to Dynamic Pricing with Causal Machine Learning and Optimization

2022 - Modeling Price Elasticity for Occupancy Prediction Hotel Dynamic Pricing

2019 - Dynamic Pricing for Airline Ancillaries with Customer Context

2023-Capturing Conversion Rate Fluctuation during Sales Promotions

A Novel Historical Data Reuse Approach

2019-150 Successful Machine Learning Models

6 Lessons Learned at Booking.com

2018 - Customized Regression Model for Airbnb Dynamic Pricing

2023- Learning To Rank Diversely

2019-Neural Product Retrieval at Walmart.com

2020-Improving Deep Learning For Airbnb Search

2017-Search Ranking and Personalization at Airbnb

2018-Applying Deep Learning To Airbnb Search

2018 - Customized Regression Model for Airbnb Dynamic Pricing

2023- Learning To Rank Diversely

2020-Improving Deep Learning For Airbnb Search

2017-Search Ranking and Personalization at Airbnb

2018-Applying Deep Learning To Airbnb Search

2019-Neural Product Retrieval at Walmart.com

2019 - Deep Learning based Dynamic Pricing Model for Hotel Revenue Management

2023 - A Scalable and Debiased Approach to Dynamic Pricing with Causal Machine Learning and Optimization

2022 - Modeling Price Elasticity for Occupancy Prediction Hotel Dynamic Pricing

2019 - Dynamic Pricing for Airline Ancillaries with Customer Context

2018 - Customized Regression Model for Airbnb Dynamic Pricing

2019-150 Successful Machine Learning Models

6 Lessons Learned at Booking.com

2023-Capturing Conversion Rate Fluctuation during Sales Promotions

A Novel Historical Data Reuse Approach

2023 - A Scalable and Debiased Approach to Dynamic Pricing with Causal Machine Learning and Optimization

2019 - Deep Learning based Dynamic Pricing Model for Hotel Revenue Management