Projects in Awesome Lists by dudeperf3ct
A curated list of projects in awesome lists by dudeperf3ct .
https://github.com/dudeperf3ct/DL_Notebooks
This repo contains all the notebooks mentioned in blog.
allennlp bert char-rnn cnn cnn-visualization deep-learning elmo fastai-tutorials federated-learning gpt-2 gru keras-tutorials lstm mlp object-detection pytorch-tutorials style-transfer tensorflow-tutorials transfer-learning transfer-learning-nlp
Last synced: 26 Nov 2024
https://github.com/dudeperf3ct/dl_notebooks
This repo contains all the notebooks mentioned in blog.
allennlp bert char-rnn cnn cnn-visualization deep-learning elmo fastai-tutorials federated-learning gpt-2 gru keras-tutorials lstm mlp object-detection pytorch-tutorials style-transfer tensorflow-tutorials transfer-learning transfer-learning-nlp
Last synced: 09 Feb 2025
https://github.com/dudeperf3ct/model-deployment
Deploying machine learning model using 10+ different deployment tools
bentoml fastapi kserve kubernetes mlops mlserver rayserve seldon serverless-framework
Last synced: 15 Apr 2025
https://github.com/dudeperf3ct/fellowship.ai-challenges
This repo contains implementations of the challenges from fellowship.ai. For more, visit here.
few-shot-learning food-101 maml transfer-learning transfer-learning-nlp twitter-sentiment-analysis
Last synced: 15 Apr 2025
https://github.com/dudeperf3ct/textrecognizer
A simplified version of line text recognition problem, a character recognizer.
cnn-lstm-ctc ocr-recognition text-recoginizer
Last synced: 15 Apr 2025
https://github.com/dudeperf3ct/practical-mlops
Notes and Exercises related to book : Practical MLOps By Noah Gift, Alfredo Deza
Last synced: 20 Feb 2025
https://github.com/dudeperf3ct/reliable-agentic-rag
Project exploring RAG LLM agents
Last synced: 05 Mar 2025
https://github.com/dudeperf3ct/end-to-end-images
This repo contains code for training and deploying PyTorch models with applications in images in end-to-end fashion.
fastapi image-classification pytorch triton-inference-server
Last synced: 20 Feb 2025
https://github.com/dudeperf3ct/10-bentoml-deploy
aws-lambda azure-functions bentoml docker kubernetes mlops transformers
Last synced: 15 Apr 2025
https://github.com/dudeperf3ct/15-mlserver-deploy
deployment huggingface-transformers mlserver seldon-core
Last synced: 20 Feb 2025
https://github.com/dudeperf3ct/rl_notebooks
This repo contains all the RL notebooks mentioned in blog.
reinforcement-learning reinforcement-learning-excercises
Last synced: 20 Feb 2025
https://github.com/dudeperf3ct/9-fastapi-kubernetes-monitoring
docker docker-compose fastapi grafana helm kubernetes mlops prometheus
Last synced: 20 Feb 2025
https://github.com/dudeperf3ct/11-cortex-deploy
aws-lambda cortex docker fastapi mlops model-serving transformers
Last synced: 20 Feb 2025
https://github.com/dudeperf3ct/8-fastapi-tests-gcp-gke
docker fastapi gke mlops model-serving
Last synced: 20 Feb 2025
https://github.com/dudeperf3ct/competitions
This repo contains code of various competitions grouped together into categories.
Last synced: 20 Feb 2025
https://github.com/dudeperf3ct/12-serverless-deploy
aws-lambda docker fastapi mlops model-serving serverless-framework transformers
Last synced: 20 Feb 2025
https://github.com/dudeperf3ct/6-ml-fastapi-aws-serverless
aws codepipeline docker elasticbeanstalk fastapi mlops model-serving
Last synced: 20 Feb 2025
https://github.com/dudeperf3ct/aoc
My adventures in solving https://adventofcode.com/ challenges
Last synced: 20 Feb 2025