Shubhranshu-Shekhar

ctdne

Reproducing the results of the paper Continuous-time Dynamic Network Embeddings

fairOD

benefitter

SLA_MedicareFraudDetection

pyaad

Implementation of Active Anomaly Discovery (AAD) in Python

pyfdnq

Computes Dq fractal dimension

pysindy

A package for the sparse identification of nonlinear dynamical systems from data

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

AppliedEconometrics2021

Applied Econometrics 2021

are213

PhD Applied Econometrics class taught at UC Berkeley

ChatterBot

ChatterBot is a machine learning, conversational dialog engine for creating chat bots.

dsbook

Repository for data science book

Econ1630_Github

fairness_tutorial

KDD 2020 tutorial on ML Fairness

FrontendForDummies

globOut

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

matrixprofile-ts

A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile

node2bits

node2bits: Compact Time- and Attribute-aware Node Representations. ECML/PKDD European Conference on Principles and Practice of Knowledge Discovery in Databases, September 2019.

notebook-collections

ocsmm

online, memory efficient OCSMM

pi-search

Using privileged learning paradigm to improve search ranking

PlotNeuralNet

Latex code for making neural networks diagrams

Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy

Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy

ranking_measures

RankDCG: ranking/ordering evaluation measure

RepDistiller

Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

SPI

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

w241

This is the course repository for w241 and 290 -- Experiments and Causality.