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python_koans

Python Koans - Learn Python through TDD

python_project_template

pythontemplate

A python project template with dockerfile, poetry, pytest

pytla

A transcompiler that writes PlusCal files from python bytecode/AST

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

pytorch-memory-optim

This code repository contains the code used for my "Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorch" blog post.

pytorch-quantization-demo

A simple network quantization demo using pytorch from scratch.

pytorch-tsmixer

A pip-installable PyTorch implementation of TSMixer, providing an easy-to-use and efficient solution for time-series forecasting.

pytudes

Python programs, usually short, of considerable difficulty, to perfect particular skills.

qdrant

Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

qlora

QLoRA: Efficient Finetuning of Quantized LLMs

qml-mooc

Lecture notebooks and coding assignments for the quantum machine learning MOOC created by Peter Wittek on EdX in the Spring 2019

qmoe

Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".

quarto-cli

Open-source scientific and technical publishing system built on Pandoc.

quint

Quint is an executable specification language with design and tooling focused on usability. It is based on the Temporal Logic of Actions

quip-sharp

quivr

Dump all your files and thoughts into your GenerativeAI Second Brain and chat with it

qwen-audio

The official repo of Qwen-Audio (通义千问-Audio) chat & pretrained large audio language model proposed by Alibaba Cloud.

r2d2

An Implementation of Recurrent Experience Replay in Distributed Reinforcement Learning (Kapturowski et al. 2019) in PyTorch

rad

Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model

ragflow

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

rais-framework

Evaluate social risks of AI startups for investors

randomness_beacon

A python module for using the NIST randomness beacon, generating 512-bits of randomness every 60 seconds

ranger21

Ranger deep learning optimizer rewrite to use newest components

rasp

Implementing RASP transformer programming language https://arxiv.org/pdf/2106.06981.pdf.

ravens

Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

rdf-validate-shacl

Validate RDF data purely in JavaScript. An implementation of the W3C SHACL specification on top of the RDFJS stack.

react

[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models