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awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

bert_visualize

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

c-

clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

clip-retrieval

Easily compute clip embeddings and build a clip retrieval system with them

coding_interview

deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

deploying-ml-api-udemy

flask

flask_travis

Creating flask app -> Pushing to git -> Running pytests successfully with Travis CI

flask_travis_aws

Creating flask app -> pushing to git -> Travis CI does the testing -> Deploying to AWS

flask_travis_aws_ecs_deploy

flask_travis_docker_aws

Create flask app and docker container -> Push to git -> Automate test with Travis -> Automatically push to DockerHub -> Deploy docker container on AWS

flask_travis_docker_aws_ec2

Deploy a flask app on AWS EC2 automatically with TravisCI

google-research

Google Research

huggingface-diffusers

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

keras_cv_attention_models

Keras beit,caformer,CMT,CoAtNet,convnext,davit,dino,efficientdet,edgenext,efficientformer,efficientnet,eva,fasternet,fastervit,fastvit,flexivit,gcvit,ghostnet,gpvit,hornet,hiera,iformer,inceptionnext,lcnet,levit,maxvit,mobilevit,moganet,nat,nfnets,pvt,swin,tinynet,tinyvit,uniformer,volo,vanillanet,yolor,yolov7,yolov8,yolox,gpt2,llama2, alias kecam

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

learningx

Deep & Classical Reinforcement Learning + Machine Learning Examples in Python

llama

Inference code for LLaMA models

llm

machine_learning_examples

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

morph-ugatit

a morph transfer UGATIT for image translation.

nanogpt

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

nlp-natural-language-processing

Projects and useful articles / links

open-diffusion

Simple large-scale training of stable diffusion with multi-node support.

open_clip

An open source implementation of CLIP.

python

pytorch-base

Simple training loop torch