zbessinger

AI-DL-Enthusiasts-Meetup

AI & Deep Learning Enthusiasts Meetup Project & Study Sessions

CSML_notes

UCL MSc Computational Statistics and Machine Learning Revision Notes

datascience

Curated list of Python resources for data science.

DeeperInverseCompositionalAlgorithm

Taking a Deeper Look at the Inverse Compositional Algorithm (CVPR 2019, Oral)

DeepLearningFrameworks

Demo of running NNs across different frameworks

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

face_inpainting

faster_rcnn_pytorch

Faster RCNN with PyTorch

fourier_neural_operator

Use Fourier transform to learn operators in differential equations.

kepler.gl

lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

ML-From-Scratch

Bare bones Python implementations of Machine Learning models and algorithms. Aims to cover everything from Data Mining techniques to Deep Learning.

MML-Book

Code / solutions for Mathematics for Machine Learning (MML Book)

NapkinML

A tiny lib with pocket-sized implementations of machine learning models in NumPy.

nn-transfer

Convert trained PyTorch models to Keras, and the other way around

np-to-tf-embeddings-visualiser

Quick function to go from a dictionary of sets of (images, labels, feature vectors) to checkpoints that can be opened in Tensorboard

PhotographicImageSynthesis

Photographic Image Synthesis with Cascaded Refinement Networks

PMS_Updater

Shell script for updating the Plex Media Server inside the FreeNAS Plex plugin

project-based-learning

Curated list of project-based tutorials

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

pytorch-CycleGAN-and-pix2pix

Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)

relu_networks_overconfident

Why ReLU networks yield high-confidence predictions far away from the training data and how to mitigate the problem [CVPR 2019, oral]

SNNs

Tutorials and implementations for "Self-normalizing networks"

stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning

t81_558_deep_learning

Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks

tutorials-and-papers

Collection of tutorials, exercises and papers on RL

youCanCodeAGif

Can you make an High Quality Gif from A to Z only by coding? Yes. Do you want to, though?

zbessinger.github.io