josiahdavis

smolgrad

small auto-grad engine inspired from Karpathy's micrograd and PyTorch

smolar

a tiny multidimensional array implementation in C similar to numpy, but only one file.

LLM101n

LLM101n: Let's build a Storyteller

TinyLlama

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

Flash

my little linear algebra library

repgpt

Reproducing GPT2

nanoT5

Fast & Simple repository for pre-training and fine-tuning T5-style models

OpenMoE

A family of open-sourced Mixture-of-Experts (MoE) Large Language Models

kickstart.nvim

A launch point for your personal nvim configuration

DeepView.Profile

🏙 Interactive performance profiling and debugging tool for PyTorch neural networks.

website

litgpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

flash-attention

Fast and memory-efficient exact attention

tabular-benchmark

fortuna

A Library for Uncertainty Quantification.

lovely-tensors

Tensors, for human consumption

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

amazon-ec2-instance-selector

A CLI tool and go library which recommends instance types based on resource criteria like vcpus and memory

or-rl-benchmarks

The source code for the paper: 'ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems'

siamese-pytorch

Implementation of Siamese Networks for image one-shot learning by PyTorch, train and test model on dataset Omniglot

DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

amazon-sagemaker-tsp-deep-rl

train, deploy, and make inferences using deep reinforcement learning to solve the Travelling Salesperson Problem

amazon-sagemaker-feature-store-streaming-aggregation

This repo provides an end-to-end example of using streaming feature aggregation with the Amazon SageMaker Feature Store.

python-data-science-template

Template for a modular, Python-based data science project.

learning-tsp

Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)

aws-toolbox

This repository contains a collection of awesome tools and scripts for Developers and Engineers seeking to automate routine tasks on AWS Cloud.

amazon-denseclus

Clustering for mixed-type data

simple-forecast-solution

supply-chain-simulation-environment

aws-sagemaker-custom-jupyter-kernel

This repo provides a couple of easy-to-use template scripts to help you set up a custom jupyter kernel on a AWS Sagemaker Jupyter Notebook Instance.