Pinned Repositories
6.00.2x
Introduction to Computational Thinking and Data Science - MITx
AlgorithmImplementForML
Gatech machine learning class 7641
Algorithms
:computer: Data Structures and Algorithms in Python
analyze_babynames_with_pandas
analyze_weather_with_numpy
ASACS_database
this is a web based database project
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
awesome-R
A curated list of awesome R frameworks, packages and software.
CS7641
Machine Learning
lendingClubLoanDataAnalysis
This data science project analyzed the loan data from lending clud and built models to predict whether a loan record will result in default. The data was downloaded from https://www.lendingclub.com/info/download-data.action. This dataset contains loan data from 2012 to 2016 and data from 2012 to 2015 will be used as training data and 2016 data for test. The whole dataset contains about 1.27 million records and each record has 151 features. Please notice only the data downloaded by membership contains these 6 features: fico_range_low, fico_range_high, last_fico_range_high, last_fico_range_low,sec_app_fico_range_low,sec_app_fico_range_high. This analysis mainly contains four sections: Loading Data and Knowing the data, Exploratory data analysis, Futher Exploratory Data Analysis and Building Models. This notebook contains first 3 sections and Building model will be in other notebook file.
weifengshe's Repositories
weifengshe/lendingClubLoanDataAnalysis
This data science project analyzed the loan data from lending clud and built models to predict whether a loan record will result in default. The data was downloaded from https://www.lendingclub.com/info/download-data.action. This dataset contains loan data from 2012 to 2016 and data from 2012 to 2015 will be used as training data and 2016 data for test. The whole dataset contains about 1.27 million records and each record has 151 features. Please notice only the data downloaded by membership contains these 6 features: fico_range_low, fico_range_high, last_fico_range_high, last_fico_range_low,sec_app_fico_range_low,sec_app_fico_range_high. This analysis mainly contains four sections: Loading Data and Knowing the data, Exploratory data analysis, Futher Exploratory Data Analysis and Building Models. This notebook contains first 3 sections and Building model will be in other notebook file.
weifengshe/Algorithms
:computer: Data Structures and Algorithms in Python
weifengshe/analyze_babynames_with_pandas
weifengshe/analyze_weather_with_numpy
weifengshe/ASACS_database
this is a web based database project
weifengshe/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
weifengshe/bank_marketing
weifengshe/blockchain_guide
Introduce blockchain related technologies, from theory to practice with bitcoin, ethereum and hyperledger.
weifengshe/CLRS
:notebook:Solutions to Introduction to Algorithms
weifengshe/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.
weifengshe/django-simple-example
this django app used to show how to deploy a django app to aws
weifengshe/django-template-examples
the simple django example is used as example to show how to deploy a django project
weifengshe/dockerized_scalable_ml
Machine Learning model training & scalable deployment with Flask, Nginx & Gunicorn wrapped in a Docker Container
weifengshe/eat_tensorflow2_in_30_days
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
weifengshe/github-codespaces
for learning
weifengshe/handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
weifengshe/How-to-Generate-Art-Demo
This is the code for "How to Generate Art - Intro to Deep Learning #8' by Siraj Raval on YouTube
weifengshe/Huggingface-demo2
weifengshe/introRL
Intro to Reinforcement Learning (强化学习纲要）
weifengshe/k8s
Git repository for the "Kubernetes for Beginners"
weifengshe/pix2pix-tensorflow
Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/
weifengshe/practicalAI
📚A practical approach to learning and using machine learning.
weifengshe/Predict_Mortality_Rate_USing_ICU_Patients
weifengshe/python-project-blueprint
Blueprint/Boilerplate For Python Projects
weifengshe/R_Applicatoin_In_Data_Visualizatoin
CSE6242 Data Visual analytics
weifengshe/scaleable-crawler-with-docker-cluster
a scaleable and efficient crawelr with docker cluster , crawl million pages in 2 hours with a single machine
weifengshe/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview.
weifengshe/terraform-beginner-bootcamp-2023
for terraform knowledge
weifengshe/tf2_course
Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course
weifengshe/Understanding-Flask-and-Flask-RESTPlus
This project involves using Flask and Flask-RESTPlus to build and explore APIs (and Swagger UI).