Stars
Some tools for planning interstellar missions
Reimplementation of the transformer architecture
System design interview for IT companies
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech enhancement and make them universally accessible and useful.
Luna is inspired by Lucid, a framework for Feature Visualization. However, Luna is built on Tensorflow 2, and thus supports modern models and deep learning techniques.
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Self-Supervised Speech Pre-training and Representation Learning Toolkit
Implementation of the Links Online Clustering algorithm: https://arxiv.org/abs/1801.10123
A python package to analyze and compare voices with deep learning
An evolving guide to learning Deep Learning effectively.
Summary of the SHAP paper, i.e. A Unified Approach to Interpreting Model Predictions.
Categorized overview of programming principles & design patterns
Data science papers to read and discuss.