Machine Learning Engineer | ML | NLP | AWS | MLOps
Timelapse of neurons growing in a tissue culture
Name: Brando Koch
Type: User
Company: Intelligentia
Bio: Building privatesynapse.ai | AI, AWS, MLOps
Location: Croatia
This is my refactor of the whisper ASR model by OpenAI. When released the whisper repository had a very complicated function call stack and a lot of boilerplate which was unnecessary. This repo is the result of my exploration of the original whisper codebase during which I was heavily refactoring and removing parts I found redundant.
Original transformer paper: Implementation of Vaswani, Ashish, et al. "Attention is all you need." Advances in neural information processing systems. 2017.
Repository generating the GitHub cover page
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
This repository provides the calculus and linear algebra behind the linear regression gradient calculation. Both vectorized and non-vectorized forms are shown.
Multimodal emotion classification from the MELD dataset
Pytorch Implementation of L. A. Gatys, A. S. Ecker and M. Bethge, "Image Style Transfer Using Convolutional Neural Networks," 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, 2016, pp. 2414-2423, doi: 10.1109/CVPR.2016.265.
This repository contains unofficial solutions to Petnica Summer Institute Machine Learning Conference - PSIML7 Assignments required for Acceptance.
My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.
This repository implements a variety of sequence model architectures from scratch in PyTorch. Effort has been put to make the code well structured so that it can serve as learning material.
This repository presents an end-to-end process of approaching a machine learning project from data collection to deployment. Problem at hand is price prediction of Cleveland real estate although the underlying code is made flexible enough to provide a structured way of tackling a wide variety of tabular problems with minimal changes.
This repository presents my solution to FERIT's 2022 Rock, Paper, Scissors, Lizard, Spock competition which achieved 1st place with a score of 1942/2000.
Training/Application of the YOLOv5 object detection algorithm on a synthetic dataset generated in Unity and its Perception module
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.