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apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

asdl

ASDL: Automatic Second-order Differentiation Library for PyTorch

client

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

cofipruning

ACL'22: Structured Pruning Learns Compact and Accurate Models

d2l-en

An interactive deep learning book with code, math, and discussions, based on the NumPy interface.

deepsparse

Neural network inference engine that delivers GPU-class performance for sparsified models on CPUs

dotfiles

Personal dotfiles

eldarkurtic.github.io

Jekyll based personal website

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

ffcv-imagenet

Train ImageNet *fast* in 500 lines of code with FFCV

llm-compressor

llm-foundry

Code for sparse-finetuning of LLMs with knowledge distillation

missing-semester

The Missing Semester of Your CS Education 📚

model-compression-research-package

A library for researching neural networks compression and acceleration methods.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch_bn_fusion

Batch normalization fusion for PyTorch

sparseml

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

tensor-puzzles

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

ultralytics

NEW - YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite

vision

Datasets, Transforms and Models specific to Computer Vision

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite