valeman's Projects
18.S096 three-week course at MIT
2020-election-night-model
Talk: The Post-Modeling Model to Fix the Model
30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw
Generalizing the Theta method for automatic forecasting
Python package for performing the Alternating Conditional Expectation (ACE) regression
Alternating Conditional Expectations(ACE)
Approximate Full Conformal Prediction
Adaptive Conformal Prediction Intervals (ACPI) By Reweighting Nonconformity Score
Show a helpful summary of test results in GitHub Actions CI/CD workflow runs
A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.
Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"
AdaGAN: greedy iterative procedure to train mixtures of GANs
R package for Adaptive Conformal Inference
A library of utilities and tools for doing machine learning and TDA developed at ADASE
Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2023.
A Python toolkit for rule-based/unsupervised anomaly detection in time series
Exercises of the book: Advances in Financial Machine Learning by Marcos Lopez de Prado
Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]
Code and hyperparameters for the paper "Generative Adversarial Networks"
The classical papers and codes about generative adversarial nets
Package designed for handling imbalanced classification
Univariate and multivariate time series forecasting, with uncertainty quantification (Python & R)
Project solutions for Udacity's AI Nanodegree Program
Alexandra Institute Artificial Intelligence, a Python package for Danish data science.
Deep learning for time-series data
Udacity's Artificial Intelligence Nanodegree Projects