AkashGanesan

yolov1-real-time-obj-detection

Real-time object detection using YoloV1 in PyTorch on video and webcam feed.

ssljax

self-supervised learning in jax

pathml

Tools for computational pathology

notes

assorted notes

mtg-gpt-2-cloud-run

Code and UI for running a Magic card text generator API via GPT-2

Celeste.jl

Scalable inference for a generative model of astronomical images

normalizing_flows

Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows

deconvolution

word-embedding-dimensionality-selection

On the Dimensionality of Word Embedding

generative-reading-group

All notes presented by me and others at a weekly reading group.

DGI

Deep Graph Infomax (https://arxiv.org/abs/1809.10341)

pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

mirt

Michigan Image Reconstruction Toolbox (MIRT) - Matlab version

Deep-Learning-Pytorch

A repo containing code covering various aspects of deep learning on Pytorch. Great for beginners and intermediate in the field

AIF360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

FoveaBox

FoveaBox: Beyond Anchor-based Object Detector

Pneumothorax-Segmentation

https://www.kaggle.com/c/siim-acr-pneumothorax-segmentation

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

systemverilog-design-patterns

org-thesis

Writing a Ph.D. thesis with Org Mode

Papers-Literature-ML-DL

Widely used and useful papers related to machine learning and deep learning

EchoBurst

A browser extension that utilizes sentiment analysis to find and highlight constructive comments on various social media platforms that oppose the users worldview in order to encourage them to break out of the echo chambers the internet has allowed us to construct.

regulars-configs

Configs of Regulars Xonotic servers

air-hockey-training-environment

A air hockey gaming environment for reinforcement learning

ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

3D-BoNet

🔥3D-BoNet in Tensorflow (NeurIPS 2019, Spotlight)

invertible-resnet

Official Code for Invertible Residual Networks

Fixup

A Re-implementation of Fixed-update Initialization

imbalanced-dataset-sampler

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

graphics

TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow