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10_optimization_problems

Slides and source code for presentation.

advancedoptml

CS 7301: Spring 2021 Course on Advanced Topics in Optimization in Machine Learning

ai_for_finance

alibi

Algorithms for monitoring and explaining machine learning models

anomaly_detection_app

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

auto-sklearn

Automated Machine Learning with scikit-learn

bayesian-structural-time-series

bayesian structural time series

boston_df_regression_tutorial

calcolo_analytics.github.com

chessgm

clustering_for_classification

Using clustering and their ensemble to approximate an imbalanced classification

co2_level_analysis

collatz_conjecture

cvxpy

A Python-embedded modeling language for convex optimization problems.

datascience

Data Science in Julia course for JuliaAcademy.com, taught by Huda Nassar

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

dice

Generate Diverse Counterfactual Explanations for any machine learning model.

dplyr_data_manipulation

eqw_rebal_mom_strat

comparing simple equity strategies: equal weights, rebalanced, and momentum based

facebook_prophet_eval

german_credit_dataset

hugging_face

ie7275

isolationforest

testing scikit-learn Isolation Forest

kmeans

kolmogorov-zurbenko_filter

kpca

Kernel PCA Currency Index

kpca_classification

mathematicians_app