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arnavsinha109's Projects
containerized-nlp-text-processing-classification
Docker container codes for NLP preprocessing using spaCy and prediction using FastText model deployed as a BlazingText endpoint (Amazon SageMaker)
deepcourse-arthurdouillard
Learn the Deep Learning for Computer Vision in three steps: theory from base to SotA, code in PyTorch, and space-repetition with Anki
distributed-key-val-store
An end-end implementation of the RAFT consensus protocol for fault tolerance in a distributed environment.
drawsvg
CMU 15-462/662: DrawSVG
fastbook
The fastai book, published as Jupyter Notebooks
fetch_takehome
Containerized queue processing (ETL from data stream) app to process data coming in AWS SQS queue and ingest it in POSTGRES DB
flask-sqlalchemy-mysql
A tutorial on how to use SQLAlchemy with Flask to serve data from MySQL. And also how to dockerize the whole solution using Docker Compose.
leetcode-retag
重新分类 Leetcode 高频题
machine-learning-tutorials
machine learning and deep learning tutorials, articles and other resources
music-genre-detection
Building genre detection Neural Networks for songs using audio(MFCC) and theme(lyrical text) features and comparing performance across different architectures and data types
pdlfc1_course22
The fast.ai course notebooks
scotty3d
Base code for 15-462: Computer Graphics at Carnegie Mellon University
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
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