taras-jew Goto Github PK

ai-training-examples

amr-tutorial

Abstract Meaning Representation (AMR) tutorial slides

ance

A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks

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, ... 🧠

awesome-medical-coding-nlp

A collection of papers on automated medical coding from free-texts

awesome-text-summarization

A curated list of resources dedicated to text summarization

benchmd

building-with-instruction-tuned-llms-a-step-by-step-guide

Resources relating to the DLAI event: https://www.youtube.com/watch?v=eTieetk2dSw

catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

contrastive-learning-nlp-papers

Paper List for Contrastive Learning for Natural Language Processing

cs224u

Code for Stanford CS224u

drg-llama

This repository contains the code used for DRG-LLaMA : Tuning LLaMA Model to Predict Diagnosis-related Group for Hospitalized Patients (https://arxiv.org/abs/2309.12625).

faiss

A library for efficient similarity search and clustering of dense vectors.

fixthaipdf

Fix Thai PDF

grokking-pytorch

The Hitchiker's Guide to PyTorch

medical-coding-reproducibility

ml-engineering

Machine Learning Engineering Guides and Tools

ml-surveys

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

ml-youtube-courses

📺 Discover the latest machine learning / AI courses on YouTube.

nlp-recipes

Natural Language Processing Best Practices & Examples

nlp4socialgood_papers

A reading list of up-to-date papers on NLP for Social Good.

nlp_2023

NLP course @ chula 2023

openai-clip

Simple implementation of OpenAI CLIP model in PyTorch.

pakistan_ihhn_public

Public Repository for the DSSG 2022 Pakistan IHHN Project

pattern_2022

Pattern recognition course 2022 @ Chulalongkorn University

plm-icd

PLM-ICD: Automatic ICD Coding with Pretrained Language Models

pytorch-center-loss

Pytorch implementation of Center Loss

simple_icd_10_cm

A simple python library for ICD-10-CM codes

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.