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ad_examples

A collection of popular anomaly detection methods (iid/point-based and time series) including active learning for anomaly detection/discovery, description for diversity/explanation/interpretability. With a deeper analysis of incorporating label feedback with ensemble and tree-based detectors. Includes results-plots and illustrations for most approaches covered.

advent-of-code-2020-scala

An excuse to learn Scala

autograd_bbalpha

Implementing black box alpha divergence in autograd

betago

A scaled down version of AlphaGo Zero, playing on a 5x5 board

cloud-hosted-twitter-bot-workshop

Introduction to Golang with cloud deployment

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

docker-react

edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

elixir-weather-app

Elixir application to view weather data based on user input

fili.js

Demo Implementation

gygax

Construction IT research platform for 2D & 3D

homebrew-cask

🍻 A CLI workflow for the administration of macOS applications distributed as binaries

infini-transformer

PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" (https://arxiv.org/abs/2404.07143)

neo4j-genai-python

Neo4j GenAI for Python

neural-fingerprint

Convolutional nets which can take molecular graphs of arbitrary size as input.

postgres-code

commands to get started with Postgres

pyro

Deep universal probabilistic programming with Python and PyTorch

scipy_2015_sklearn_tutorial

Scikit-Learn tutorial material for Scipy 2015

tmdb-kaggle

TMDB Box Office Prediction https://www.kaggle.com/c/tmdb-box-office-prediction/

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

vae_exploration

Visualization of latent spaces learned by a VAE on different data sets. Implementation of VAE is in TensorFlow.

vae_renyi_divergence

A tensorflow implementation of VAE training with Renyi divergence

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