Ron Green's starred repositories
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
google-research
Google Research
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
software-architecture-books
A comprehensive list of books on Software Architecture.
computervision-recipes
Best Practices, code samples, and documentation for Computer Vision.
Machine-Learning-Collection
A resource for learning about Machine learning & Deep Learning
layout-parser
A Unified Toolkit for Deep Learning Based Document Image Analysis
interviews.ai
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
100-nlp-papers
100 Must-Read NLP Papers
PyTorch-StudioGAN
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
MLQuestions
Machine Learning and Computer Vision Engineer - Technical Interview Questions
The-NLP-Pandect
A comprehensive reference for all topics related to Natural Language Processing
deeplearning-biology
A list of deep learning implementations in biology
awesome-deepbio
A curated list of awesome deep learning applications in the field of computational biology
Gradient-Free-Optimizers
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
Bert-Multi-Label-Text-Classification
This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.