lukemelas

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

PRML

PRML algorithms implemented in Python

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

BentoML

The easiest way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Multi-model Inference Graph/Pipelines, LLM/RAG apps, and more!

VoxelSpace

Terrain rendering algorithm in less than 20 lines of code

Parsr

Transforms PDF, Documents and Images into Enriched Structured Data

computer-vision-basics-in-microsoft-excel

Computer Vision Basics in Microsoft Excel (using just formulas)

CenterTrack

Simultaneous object detection and tracking using center points.

Attention-Gated-Networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

FARM

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

machine-learning-asset-management

Machine Learning in Asset Management (by @firmai)

ZeusCloud

Open Source Cloud Security

interviews

CS interview study sheet

do-you-even-need-attention

Is the attention layer even necessary? (https://arxiv.org/abs/2105.02723)

MIL-nature-medicine-2019

solt

Streaming over lightweight data transformations

recipes_app

A simple recipes app made in Flutter for a series of articles

Person-Search-with-Natural-Language-Description

Person Search with Natural Language Description

show-edit-tell

Show, Edit and Tell: A Framework for Editing Image Captions, CVPR 2020

google-smart-compose-replica

Deployed here: https://nmaties.github.io/google-smart-compose-replica/

TCR-Pathogen-Identification