Pinned Repositories
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)
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
edward
A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.
neo4j-genai-python
Neo4j GenAI for Python
neural-fingerprint
Convolutional nets which can take molecular graphs of arbitrary size as input.
vae_exploration
Visualization of latent spaces learned by a VAE on different data sets. Implementation of VAE is in TensorFlow.
BetaGo
A scaled down version of AlphaGo Zero, playing on a 5x5 board
willtai's Repositories
willtai/vae_exploration
Visualization of latent spaces learned by a VAE on different data sets. Implementation of VAE is in TensorFlow.
willtai/edward
A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.
willtai/neural-fingerprint
Convolutional nets which can take molecular graphs of arbitrary size as input.
willtai/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.
willtai/advent-of-code-2020-scala
An excuse to learn Scala
willtai/autograd_bbalpha
Implementing black box alpha divergence in autograd
willtai/BetaGo
A scaled down version of AlphaGo Zero, playing on a 5x5 board
willtai/neo4j-genai-python
Neo4j GenAI for Python
willtai/cloud-hosted-twitter-bot-workshop
Introduction to Golang with cloud deployment
willtai/detectron2
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
willtai/docker-react
willtai/elixir-weather-app
Elixir application to view weather data based on user input
willtai/fili.js
Demo Implementation
willtai/Gygax
Construction IT research platform for 2D & 3D
willtai/homebrew-cask
🍻 A CLI workflow for the administration of macOS applications distributed as binaries
willtai/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)
willtai/Postgres-code
commands to get started with Postgres
willtai/pyro
Deep universal probabilistic programming with Python and PyTorch
willtai/scipy_2015_sklearn_tutorial
Scikit-Learn tutorial material for Scipy 2015
willtai/tmdb-kaggle
TMDB Box Office Prediction https://www.kaggle.com/c/tmdb-box-office-prediction/
willtai/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
willtai/vae_renyi_divergence
A tensorflow implementation of VAE training with Renyi divergence
willtai/willtai.github.io