fjlstar's repositories
bootcamp
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
deep-learning-with-r-notebooks
R notebooks for the code samples of the book "Deep Learning with R"
experiments
Some research experiments
gpt_pr
Generate Tweet texts using OpenAI's GPT-3 based Davinci model
implicit-sgd
Using stochastic gradient descent (SGD) with explicit and implicit updates to fit large-scale statistical models.
Instacart
2nd place solution🥕🥈
LDAtools
R package to fit LDA topic models (deprecated)
machinelearningnotes
Notes for the courses in the Machine Learning Specialization created by the University of Washingtion on Coursera
MetaRec
PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models (IN PROGRESS)
NVTabular
NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.
RecSys2019_DeepLearning_Evaluation
This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.
redis-langchain-chatbot
In this tutorial we build a conversational retail shopping assistant that helps customers find items of interest that are buried in a product catalog.
TalkingDataUserDemographics
In this competition, Kagglers are challenged to build a model predicting users’ demographic characteristics based on their app usage, geolocation, and mobile device properties. Doing so will help millions of developers and brand advertisers around the world pursue data-driven marketing efforts which are relevant to their users and catered to their preferences.
taskscheduleR
Schedule R scripts/processes with the Windows task scheduler.
TextRank4ZH
从中文文本中自动提取关键词和摘要