Pinned Repositories
advanced-recommender-system
Advance information retrieval system that combines advanced indexing, machine learning, and personalized search to enhance academic research and document discovery.
aredis-client
Async Redis Client is a simple and easy-to-use module to interact with Redis 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.
fastapi-auth-jwt
Simple to use FastAPI JWT auth middleware
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.
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.
rss-training-iclr2024
This is the official repository for the ICLR 2024 paper Out-Of-Domain Unlabeled Data Improves Generalization.
deepmancer's Repositories
deepmancer/full-stack-fastapi-ftgo
Full stack, modern web application template. Using FastAPI, Vuejs, MongoDB, PostgreSQL, Redis, Metabase, Grafana, Docker, and more!
deepmancer/medseg-diffusion
A PyTorch implementation of MedSegDiff, a diffusion probabilistic model designed for medical image segmentation.
deepmancer/clip-object-detection
Zero-shot object detection with CLIP, utilizing Faster R-CNN for region proposals.
deepmancer/fastapi-auth-jwt
Simple to use FastAPI JWT auth middleware
deepmancer/aredis-client
Async Redis Client is a simple and easy-to-use module to interact with Redis databases
deepmancer/diffusion-gan-vae-pytorch
A PyTorch implementation of various deep generative models, including Diffusion (DDPM), GAN, cGAN, and VAE.
deepmancer/mongo-motors
Mongo Motors is an asynchronous, singleton-based connection pooling mechanism for MongoDB
deepmancer/rabbitmq-rpc
RabbitMQ RPC is an async, ready-to-use Python framework for event-driven microservices.
deepmancer/advanced-recommender-system
Advance information retrieval system that combines advanced indexing, machine learning, and personalized search to enhance academic research and document discovery.
deepmancer/adversarial-attacks-robustness
Evaluating CNN robustness against various adversarial attacks, including FGSM and PGD.
deepmancer/asyncpg-client
Asyncpg Client is a simple and easy-to-use module to interact with PostgreSQL databases
deepmancer/byol-pytorch
BYOL (Bootstrap Your Own Latent), implemented from scratch in Pytorch
deepmancer/ftgo-utils
Shared utilities for FTGO platform
deepmancer/metabase-postgres-docker
Automates the addition of PostgreSQL databases to a Metabase Docker container via the Metabase API. Simplifies data source integration.
deepmancer/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.
deepmancer/resnet-cifar-classification
A step-by-step implementation of a ResNet-18 model for image classification on the CIFAR-10 dataset
deepmancer/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
deepmancer/rss-training-iclr2024
This is the official repository for the ICLR 2024 paper Out-Of-Domain Unlabeled Data Improves Generalization.
deepmancer/tweet-disaster-detection
fine-tuned BERT and scikit-learn models for real-time classification of disaster-related tweets, using TensorFlow, Keras, and Transformers. .
deepmancer/vit-gpt2-image-captioning
Fine-tuning an encoder-decoder transformer (ViT-Base-Patch16-224-In21k and DistilGPT2) for image captioning on the COCO dataset
deepmancer/deepmancer
"When in doubt, use brute force." - Ken Thompson
deepmancer/flask-authentication-service
Simple Flask-based authentication service providing user login, registration, and token management with MongoDB integration.
deepmancer/microservice-docker-example
A Dockerized microservice example for managing student data with scalable components, Nginx reverse proxy, and PostgreSQL integration.
deepmancer/timeseries-anomaly-detection
Analysis of Classical Machine Learning Algorithms for Anomaly Detection in Time Series Data
deepmancer/unet-semantic-segmentation
PyTorch UNet model for semantic segmentation of urban scenes using the Cityscapes dataset
deepmancer/vlm-toolbox
deepmancer/book-summaries
A collection of insightful takeaways from books that inspired and helped me along the way!
deepmancer/fake-webcam-streamer
Automated Bash script to fake a webcam by streaming a video file as a virtual webcam on Ubuntu. Utilizes v4l2loopback and ffmpeg for seamless setup and operation.