Repository Index

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

• deep-learning
• self-attention
• time-series
• pytorch

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

• time-series-classification
• deep-learning
• fastai
• pytorch

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

• machine-learning
• economics
• causal-inference
• causality

Acceptance rates for the major AI conferences

ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.

• machine-learning
• neural-network
• visualization
• manim

Webpage tracking only using CSS (and no JS)

• css
• css-tricks
• html5
• web-tracking

Algorithms for outlier, adversarial and drift detection

• anomaly
• outlier
• concept-drift
• detection

State-of-the-art Image & Video CLIP, Multimodal Large Language Models, and More!

Mastering Applied AI, One Concept at a Time

• fine-tuning
• finetuning
• finetuning-llms
• inference

An extension of Open3D to address 3D Machine Learning tasks

• 3d-perception
• datasets
• pretrained-models
• lidar

A set of useful perceptually uniform colormaps for plotting scientific data

• holoviz
• colorcet
• colormaps
• matplotlib

Free (GPL) Common Lisp data analysis library with emphasis on modularity and conceptual clarity.

Better Python Stacktraces with power of AI.