Curated list of data science interview questions and answers

An awesome project on irregular time series and incomplete time series

Inherently Interpretable Time Series Classification via Multiple Instance Learning (MILLET)

This is an official pytorch implementation for paper "Learning Soft Sparse Shapes for Efficient Time-Series Classification" (ICML-25, Spotlight).

An Open-Source Library for the interpretability of time series classifiers

Counterfactual Explanations for Multivariate Time Series Data

This repository provides details of the experimental code in the paper: Instance-based Counterfactual Explanations for Time Series Classification.

Generate Diverse Counterfactual Explanations for any machine learning model.

Mantis: Lightweight Calibrated Foundation Model for User-Friendly Time Series Classification

Irregular time series made easy

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Neural Networks: Zero to Hero

The smartest way to learn touch typing and improve your typing speed.

The CausalRivers benchmark package. Evaluate your Causal Discovery method on real-world data.

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the …

A professional list of Tutorials and Surveys on DL, ML, DM, CV, NLP, Speech in top AI conferences and journals.

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

An up-to-date list of time-series related papers in AI venues.

Large Language & Foundation Models for Time Series.

courses i've taken in datacamp

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

A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).

My solutions to Quizzes and Programming Assignments of the specialization.

This repository includes all projects of the AI for Medicine Specialization offered by deepleearning.ai and taught by Pranav Rajpurkar.

Assignment solutions for AI for Medicine Specialization course from Coursera

create sankey diagrams with matplotlib