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advanced-recommender-system

Advance information retrieval system that combines advanced indexing, machine learning, and personalized search to enhance academic research and document discovery.

adversarial-attacks-robustness

Evaluating CNN robustness against various adversarial attacks, including FGSM and PGD.

aredis-client

Async Redis Client is a simple and easy-to-use module to interact with Redis databases

asyncpg-client

Asyncpg Client is a simple and easy-to-use module to interact with PostgreSQL databases

byol-pytorch

BYOL (Bootstrap Your Own Latent), implemented from scratch in Pytorch

clip-object-detection

Zero-shot object detection with CLIP, utilizing Faster R-CNN for region proposals.

deepmancer

"When in doubt, use brute force." - Ken Thompson

diffusion-gan-vae-pytorch

A PyTorch implementation of various deep generative models, including Diffusion (DDPM), GAN, cGAN, and VAE.

fastapi-auth-jwt

Simple to use FastAPI JWT auth middleware

flask-authentication-service

Simple Flask-based authentication service providing user login, registration, and token management with MongoDB integration.

ftgo-utils

Shared utilities for FTGO platform

full-stack-fastapi-ftgo

Full stack, modern web application template. Using FastAPI, Vuejs, MongoDB, PostgreSQL, Redis, Metabase, Grafana, Docker, and more!

medseg-diffusion

A PyTorch implementation of MedSegDiff, a diffusion probabilistic model designed for medical image segmentation.

metabase-postgres-docker

Automates the addition of PostgreSQL databases to a Metabase Docker container via the Metabase API. Simplifies data source integration.

microservice-docker-example

A Dockerized microservice example for managing student data with scalable components, Nginx reverse proxy, and PostgreSQL integration.

mongo-motors

Mongo Motors is an asynchronous, singleton-based connection pooling mechanism for MongoDB

rabbitmq-rpc

RabbitMQ RPC is an async, ready-to-use Python framework for event-driven microservices.

redisinsight-docker-autoconfig

Automates the configuration of Redis databases in RedisInsight using Docker. This setup simplifies the integration of multiple Redis instances for efficient management and monitoring.

resnet-cifar-classification

A step-by-step implementation of a ResNet-18 model for image classification on the CIFAR-10 dataset

roberta-adapter-fine-tuning

Fine-tuning a RoBERTa model for sentiment analysis on the IMDB movie reviews dataset using the Adapter method and PyTorch Transformers

rss-training

Unlabeled Out-Of-Domain Data Improves Generalization

timeseries-anomaly-detection

Analysis of Classical Machine Learning Algorithms for Anomaly Detection in Time Series Data

tweet-disaster-detection

fine-tuned BERT and scikit-learn models for real-time classification of disaster-related tweets, using TensorFlow, Keras, and Transformers. .

unet-semantic-segmentation

PyTorch UNet model for semantic segmentation of urban scenes using the Cityscapes dataset

vit-gpt2-image-captioning

Fine-tuning an encoder-decoder transformer (ViT-Base-Patch16-224-In21k and DistilGPT2) for image captioning on the COCO dataset

vlm-toolbox