rbunn80110

PlotNeuralNet

Latex code for making neural networks diagrams

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

react-devtools

An extension that allows inspection of React component hierarchy in the Chrome and Firefox Developer Tools.

pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

latexify_py

A library to generate LaTeX expression from Python code.

pdfplumber

Plumb a PDF for detailed information about each char, rectangle, line, et cetera — and easily extract text and tables.

heatmap.js

🔥 JavaScript Library for HTML5 canvas based heatmaps

vissl

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

sagemaker-python-sdk

A library for training and deploying machine learning models on Amazon SageMaker

pycallgraph

pycallgraph is a Python module that creates call graphs for Python programs.

gandissect

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

proxylessnas

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

keract

Layers Outputs and Gradients in Keras. Made easy.

augmix

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

irn

Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations, CVPR 2019 (Oral)

DoubleDIP

Official implementation of the paper "Double-DIP: Unsupervised Image Decomposition via Coupled Deep-Image-Priors"

Neural-Ordinary-Differential-Equations

Sample implementation of Neural Ordinary Differential Equations

text-autoencoders

gpFlappyBird

Flappy Bird AI using Cartesian Genetic Programming (Evolutionary Computation)

PD-Denoising-pytorch

Code of 'when AWGN-based Denoiser Meets Real Noises'

UPIT

A fastai/PyTorch package for unpaired image-to-image translation.

knowledge

Everything I know. My knowledge wiki. My notes (mostly for fast.ai). Document everything. Brain dump.

bayesianize

Bayesianize: A Bayesian neural network wrapper in pytorch

Representer_Point_Selection

code release for Representer point Selection for Explaining Deep Neural Network in NeurIPS 2018

action_recognition

Solving UCF-101 with fastai2

sperm-whale-clan-and-coda-detection

FastAI-LIME

FastAI Model Interpretation with LIME

fastai-shared-notebooks

sagemaker-fastai-examples

Examples of using fast.ai with SageMaker