sinemetu1

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

pytudes

Python programs, usually short, of considerable difficulty, to perfect particular skills.

shap

A game theoretic approach to explain the output of any machine learning model.

nvidia-docker

Build and run Docker containers leveraging NVIDIA GPUs

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

optuna

A hyperparameter optimization framework

data-science-interviews

Data science interview questions and answers

stargan

StarGAN - Official PyTorch Implementation (CVPR 2018)

scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

stat_rethinking_2022

Statistical Rethinking course winter 2022

pytorch-forecasting

Time series forecasting with PyTorch

faceswap-GAN

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

geatpy

Evolutionary algorithm toolbox and framework with high performance for Python

similarity

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

evotorch

Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

slack-disable-wysiwyg-bookmarklet

Disables the WYSIWYG editor in Slack.

competitive-data-science

Materials for "How to Win a Data Science Competition: Learn from Top Kagglers" course

time-series-autoencoder

PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series

lichess-bot

A bridge between Lichess API and chess engines

spotify-playlist-archive

Daily snapshots of public Spotify playlists

lectures

Lectures used in my pedagogy

rethinking-tensorflow-probability

Statistical Rethinking (2nd Ed) with Tensorflow Probability

python-textualheatmap

Create interactive textual heat maps for Jupiter notebooks

python-lrcurve

Creates a learning-curve plot for Jupyter/Colab notebooks that is updated in real-time.

p5.xr

a library that helps turn p5.js sketches into immersive experiences using WebXR

deep-learning_best-practices

chrome-backspace-back

Google Chrome extension that restores browser behavior of navigating to previous page when pressing the Backspace key.

HicEtNunc-p5js-templates

pyfxhash

Python fxhash command line tool for pulling down images, owners, features etc.

airbnbScheduler

Code locks connected to your Hubitat Hub at airbnb checkin/checkout times.