varunia Goto Github PK

actuarialdatascience

Code for the Actuarial Data Science Tutorials published at https://actuarialdatascience.org.

adbench

Official Implement of "ADBench: Anomaly Detection Benchmark".

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

applied-deep-learning

Applied Deep Learning Course

argmax_flows

Code for paper "Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions"

awesome-machine-learning-interpretability

A curated list of awesome machine learning interpretability resources.

awesome-normalizing-flows

A list of awesome resources on normalizing flows.

awesome_quadrupedal_robots

Awesome Quadrupedal Robots

bpn

Belief Propagation Network for Hard Inductive Semi-Supervised Learning (IJCAI 2019)

conditionalvi

Implementation of "CATVI: Conditional and Adaptively Truncated VariationalInference for Hierarchical Bayesian Nonparametric Models” in Python

cross-sell-insurance-business-simulation

This project is to develop a machine learning model to predict customer interested for Cross-Selling in Insurance industry but many of the technical aspects are controlled from the business requirements.

econml

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project

forecasting

Time Series Forecasting Best Practices & Examples

gcn

Implementation of Graph Convolutional Networks in TensorFlow

gnnpapers

Must-read papers on graph neural networks (GNN)

hands-on-data-analysis-with-numpy-and-pandas

published by Packt

hands-on-data-analysis-with-pandas-2nd-edition

Materials for following along with Hands-On Data Analysis with Pandas – Second Edition

hdr

Jupyter Book version of my Habilitation thesis (HDR) entitled "Machine Learning for Time Series"

hgcn

Hyperbolic Graph Convolutional Networks in PyTorch.

hyperbolics

Hyperbolic Embeddings

hyphc

Hyperbolic Hierarchical Clustering.

kgemb

Hyperbolic Knowledge Graph embeddings.

legged_gym

Isaac Gym Environments for Legged Robots

lhc-olympics-2020

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

nab

The Numenta Anomaly Benchmark

neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms for time series data :wavy_dash:

nflows

Normalizing flows in PyTorch

normalizing-flows

Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.