Popular GitHub Repositories for Medium

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.

FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.

Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"

YOLOv7 Pose estimation using OpenCV, PyTorch

This repository contains all the work that I regularly did and studied from Medium blogs, several research papers, and other Repos (related/unrelated to the research papers).

Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and?MLFlow'

This code is part of my post on Medium.

CollabAI is an open-source & self-hosted AI operation platform for small and medium-sized businesses. It’s a customizable & team-centric platform where you can have access to custom AI agents tailored to your business needs.

We propose a simple yet efficient technique to leverage semantic segmentation model to extract and separate individual buildings in densely compacted areas using medium resolution satellite/UAV orthoimages. We adopted standard UNET architecture, additionally added batch normalization layer after every convolution, to label every pixel in the image.

? Serverless-based, text-to-speech service for Medium articles

FuseML aims to provide an MLOps framework as the medium dynamically integrating together the AI/ML tools of your choice. It's an extensible tool built through collaboration, where Data Engineers and DevOps Engineers can come together and contribute with reusable integration code.

code and supplementary materials for a series of Medium articles about the BERT model

nbsynthetic is simple and robust tabular synthetic data generation library for small and medium size datasets

Modification of TabNet as suggested in the Medium article, "The Unreasonable Ineffectiveness of Deep Learning on Tabular Data"

Python code + notebooks to fully reproduce the results for the blog post "These Bored Apes Do Not Exist" on Medium. Blog post URL: https://medium.com/@nathancooperjones/these-bored-apes-do-not-exist-6bed2c73f02c

We’re OpenLLM Europe ??, an Open Source community committed to empower LLM projects in all European languages, specifically medium and low-resource languages.

All the code for a series of Medium articles on Approximate Nearest Neighbors

How to Create Synthetic Dataset for Computer Vision (Object Detection) (Article on Medium)