Ella_W's repositories
A-B-Testing-for-Udacity
AB Testing
Algorithm_Implementation
This repositories archived a set of algorithms implemented manually using Python.
Hospital_readmission_prediction
hospital readmission prediction
Diabetic_retinopathy_detection
classification on diabetic retinopathy images
pumpkin-book
《机器学习》（西瓜书）公式详解
Twitter_scrapper
The twitter scrapper for sentiment analysis
User_comment_classification_and_bias_minimiazation
Analyzed the topic and toxicity of comments using online comment dataset with 2M+ entries using Python
Loan_default_analysis
American loan default analysis
Data-Structure-Algorithm
Content, Practices and Projects related to data structure & algorithm--implemented in Python
Data-Structure-Algorithm-Projects
This is a repository for a data structure and algorithm course-related archive and content.
Database_and_interface_design
Laboratory mouse colony management database design
Deep_learning_Specialization
This is a repository that archived the programming assignments and projects I conducted in Andrew NG's Coursera deep learning specialization.
DeepLearning.ai-Summary
This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
dmls-book
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
finBERT
Financial Sentiment Analysis with BERT
go
The Open Source Data Science Masters
Human_activity_recognition_with_smartphones
predict the human activity movement using sensor signal data
jupyter-tips-and-tricks
Using Project Jupyter for data science.
LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
natural-language-processing
Resources for "Natural Language Processing" Coursera course.
README-template.md
A README template for anyone to copy and use.
SNL_discharge_prediction
predict where the patient will be discharged to before surgery
SQL_queries
SQL_scripts
University-of-Rochester
Master of Science in Data Science
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.
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow