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ai-research

aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

aind-nlp

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

aind2-cnn

AIND Term 2 -- Lesson on Convolutional Neural Networks

amc

[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices

amx-tmul-code-samples

Code samples related to Intel(R) AMX

ang-ml

Assignments of Coursera Machine Learning by Andrew Ng

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

beginner-project-solutions

Solutions to most of jorgegonzalez's beginner projects.

block_movement_pruning

Block Sparse movement pruning

brecq

Pytorch implementation of BRECQ, ICLR 2021

calibtip

Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming

carnd-capstone

carnd-functional-safety-project

carnd-path-planning-project

Create a path planner that is able to navigate a car safely around a virtual highway

carnd-semantic-segmentation

complexity-analysis-of-vvc-encoding-and-decoding

This page contains supplementary material for our paper entitled "COMPLEXITY ANALYSIS OF NEXT-GENERATION VVC ENCODING AND DECODING"

d-playground

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

deeplens-cv

Visual Stream Processing For The DeepLens System

dejavu-lm

diff-pruning

Structural Pruning for Diffusion Models

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

distiller

Neural Network Distiller: a Python package for neural network compression research.

dl4g

Example code for the Siggraph Asia Tutorial CreativeAI

dlai-langchain-llm-app

In LangChain for LLM Application Development, you will gain essential skills in expanding the use cases and capabilities of language models in application development using the LangChain framework.

dlrm

An implementation of a deep learning recommendation model (DLRM)