yivash's repositories
shaun-mcgirr-dissertation
This GitHub repository stores all the files and instructions necessary to reconstruct the data and analyses for my PhD dissertation in Political Science at the University of Michigan.
wind-power-forecasting-challenge
Data Challenge: Wind Power forecasting for the day-ahead energy market
Amazing-Feature-Engineering
Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.
autism
RAMP on Autism Spectrum Disorder detection
bitpred
Time-series prediction scaffolding library. Sample example is with bitcoin prediction.
Business-Analytics-Using-Statistical-Modeling
BASM - 2017 Spring
containerized-model-serving-with-fastapi-advanced-jun2022
Model Serving with FastAPI
faker
Faker is a Python package that generates fake data for you.
feature_engine
Feature engineering package with sklearn like functionality
Interactive-Dashboards-and-Data-Apps-with-Plotly-and-Dash
Interactive Dashboards and Data Apps with Plotly and Dash, published by Packt
machine-learning-deployment
Launch machine learning models into production using flask, docker etc.
Machine-Learning-Engineering-with-MLflow
Machine Learning Engineering with MLflow, published by Packt
Machine-Learning-Web-Apps
Building and Embedding Machine Learning Model into a Web App(With Flask,Streamlit,etc)
ml-app-salaryprediction
Salary Prediction Web App With Streamlit
mlflow-workshop-part-1
Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this three part series, we will cover MLflow Tracking, Projects, Models, and Model Registry.
mlplatform-workshop
🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more
mvt
MVT (Mobile Verification Toolkit) helps conducting forensics of mobile devices in order to find signs of a potential compromise.
mystic-bit
Learning whilst drilling
pydantic
Data parsing and validation using Python type hints
pyladies-chapter-resources
A repository for PyLadies chapter resources including presentation materials and education plans for talks, tutorials, and other resources used for running meetups.
retriever
Quickly download, clean up, and install public datasets into a database management system
scikit-learn
scikit-learn: machine learning in Python
tfl_bike_project
Periodically gathering line status information from the TFL Unified API.
timeserio
Better `keras` models for time series and beyond