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AutoML-with-Genetic-Algorithms-to-Accurately-Predict-Customer-Churn
Automated pipeline + deep feature synthesis for automated feature engineering, with incremental learning and genetic algorithms to effectively stop customer churn over time.
awsrun
Running a script on aws
backport
🔙 GitHub Action to backport pull requests
BERTopic
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
Continuous_Time_HA
CS230_notes
My (old) notes from Stanford CS230
CSATCalculator
datasist
A Python library for easy data analysis, visualization, exploration and modeling
nber
🎓 NBER website has a new design, let's scrape and analyze each paper with daily automatic update. 🚀
fagan2888's Repositories
fagan2888/CS230_notes
My (old) notes from Stanford CS230
fagan2888/arxivscraper
fagan2888/Banknote-Fraud-Detection
Fraudulent banknote detection with decision trees built form scratch. I figured that this could serve as an effective technical exercise.
fagan2888/BlockChain-2
fagan2888/building-machine-learning-pipelines
Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson
fagan2888/causalml
Uplift modeling and causal inference with machine learning algorithms
fagan2888/cloudpathlib
pathlib-style classes for cloud storage services
fagan2888/datasci
fagan2888/deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
fagan2888/dndutils
Utilities for D&D
fagan2888/dslabs
Distributed Systems Labs and Framework
fagan2888/erdantic
Entity relationship diagrams for Python data model classes like Pydantic
fagan2888/explainerdashboard
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
fagan2888/Exploring-Electric-Vehicle-Infrastructure
Exploratory data analysis of electric vehicle infrastructure
fagan2888/h3
Hexagonal hierarchical geospatial indexing system
fagan2888/nbautoexport
Automatically export Jupyter notebooks to various file formats (.py, .html, and more) on save.
fagan2888/NFL-Big-Data-Bowl-2021
fagan2888/NullAway
A tool to help eliminate NullPointerExceptions (NPEs) in your Java code with low build-time overhead
fagan2888/numexpr
Fast numerical array expression evaluator for Python, NumPy, PyTables, pandas, bcolz and more
fagan2888/optax
Optax is a gradient processing and optimization library for JAX.
fagan2888/orbit
Bayesian forecasting with object-oriented design and probabilistic models under the hood.
fagan2888/other_utils
small utility files for general use
fagan2888/prod-api-rate-limiter
Reproducible production-ready API with rate-limiter
fagan2888/Rap-music-project
fagan2888/retentioneering-tools
Retentioneering: product analytics, data-driven customer journey map optimization, marketing analytics, web analytics, transaction analytics, graph visualization, and behavioral segmentation with customer segments in Python. Opensource analytics, predictive analytics over clickstream, sentiment analysis, AB tests, machine learning, and Monte Carlo Markov Chain simulations, extending Pandas, Networkx and sklearn.
fagan2888/review_object_detection_metrics
Review on Object Detection Metrics: 14 object detection metrics including COCO's and PASCAL's metrics. Supporting different bounding box formats.
fagan2888/SqlServerDsc
This module contains DSC resources for deployment and configuration of Microsoft SQL Server.
fagan2888/timemachines
Simple pure function representations of popular time series packages.
fagan2888/tsai
Time series Timeseries Deep Learning Pytorch fastai - State-of-the-art Deep Learning with Time Series and Sequences in Pytorch / fastai
fagan2888/youtube_tool
Tool for extracting comments or subtitles from youtube video's