marianokamp

peft_lora

Repo accompanying PEFT/LoRA article.

neartime

Neartime with HBase/Spark

AIND-NLP

Coding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.

AIND-NLP-Bookworm

A simple question-answering system built using IBM Watson's NLP services.

aind2-cnn

AIND Term 2 -- Lesson on Convolutional Neural Networks

aind2-dl

aind2-nlp-capstone

aind2-rnn

Project materials for RNN segment of AIND nanodegree

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

aws-workshop-for-kubernetes

AWS Workshop for Kubernetes

br

course-nlp

A Code-First Introduction to NLP course

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

dog-project

AIND Term 2 -- CNN Project

export

former

Simple transformer implementation from scratch in pytorch.

gdrl

Grokking Deep Reinforcement Learning

homematicip-rest-api

A python wrapper for the homematicIP REST API (Access Point Based)

jekyll-now

Build a Jekyll blog in minutes, without touching the command line.

kafka-lab

lit-mamba

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

marianokamp.github.io

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

nn-zero-to-hero

Neural Networks: Zero to Hero

nvim

play

pmatic

Python API for Homematic. Easy to use.

sound-anomaly-detection-for-manufacturing

This repository contains a sample on how to perform anomaly detection on machine sounds (based on the MIMII Dataset) leveraging several approaches.

spark

Spark Docker Image

tensorflow

Computation using data flow graphs for scalable machine learning