Ayan Acharya's repositories
awesome-causality-algorithms
An index of algorithms for learning causality with data
aacharya-cs.github.io
Build a Jekyll blog in minutes, without touching the command line.
ann-presentation
Various gfx for a presentation at NYC ML meetup
caffe
Caffe: a fast open framework for deep learning.
coronadatascraper
A scraper that pulls coronavirus case data from verified sources.
COVID-19
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
CurveFit
Generic curve fitting package with nonlinear mixed effects model
docs
TensorFlow documentation
euler
A distributed graph deep learning framework.
GAT
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
graphical-gan
source code of the paper Graphical Generative Adversarial Networks
GraphSAGE
Representation learning on large graphs using stochastic graph convolutions.
hgaprec
Algorithms for Bayesian Poisson factorization
LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
P-GNN
Position-aware Graph Neural Networks
pyGAT
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
pytorch-normalizing-flows
Normalizing flows in PyTorch. Current intended use is education not production.
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
qlora
QLoRA: Efficient Finetuning of Quantized LLMs
reading-lists
select papers from top tier ML conferences
skills-github-pages
My clone repository
tensorflow-mnist-VAE
Tensorflow implementation of variational auto-encoder for MNIST
tensorspace
Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js
tikz-bayesnet
TikZ library for drawing Bayesian networks, graphical models and (directed) factor graphs in LaTeX.
uis-rnn
This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.