AlexIoannides
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Lists (10)
Data Engineering
Data Science
Useful things for exploring data and modelling it using statistics and machine learning.Deep Learning
Specifically focused on deep learning methods and examples.DevOps
CICD pipelines, Kubernetes and all that.Go
Interesting Golang projectsMisc Tools
Things that might come in handy.ML Engineering
Natural Language Processing
Stars
A simple, high-throughput file client for mounting an Amazon S3 bucket as a local file system.
📚 A curated list of papers for Software Engineers
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
Open-source vector similarity search for Postgres
Copy to/from Parquet in S3 or Azure Blob Storage from within PostgreSQL
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Source code for Build an Orchestrator in Go (From Scratch)
Simple, Pythonic remote execution and deployment.
A toolkit with common assertions and mocks that plays nicely with the standard library
Picard is a cross-platform music tagger powered by the MusicBrainz database
A collection of handy Bash One-Liners and terminal tricks for data processing and Linux system maintenance.
A debugging and profiling tool that can trace and visualize python code execution
A library that can print Python objects in human readable format
An implementation of Shazam's song recognition algorithm.
tiktoken is a fast BPE tokeniser for use with OpenAI's models.
Machine Learning Engineering Open Book
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
Adding guardrails to large language models.