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Code for the book "Software Engineering for Data Scientists"
vague is an llm powered library for writing working pseudocode in python
Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
A software engineering framework to jump start your machine learning projects
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supportin…
All the resources you need to get to Senior Engineer and beyond
This is a repo with links to everything you'd ever want to learn about data engineering
Open-source vector similarity search for Postgres
Distilled variant of Whisper for speech recognition. 6x faster, 50% smaller, within 1% word error rate.
The Startup CTO's Handbook, a book covering leadership, management and technical topics for leaders of software engineering teams
An open source event application with a Generative Matching Algorithm for connecting attendees
📙 Amazon Web Services — a practical guide
the first library to let you embed a developer agent in your own app!
Serverless, lightweight, and fast vector database on top of DynamoDB
Python Koans - Learn Python through TDD
Companion repository for the book Building Machine Learning Powered Applications
A Pure Python, React-style Framework for Scaling Your Jupyter and Web Apps
LlamaIndex is a data framework for your LLM applications
The community bot for the Python Discord community
An awesome & curated list of best LLMOps tools for developers
🧙 Build, run, and manage data pipelines for integrating and transforming data.
CLI tool that uses Codex to turn natural language commands into their Bash/ZShell/PowerShell equivalents
Streamlit — A faster way to build and share data apps.
FastStream is a powerful and easy-to-use Python framework for building asynchronous services interacting with event streams such as Apache Kafka, RabbitMQ, NATS and Redis.
Curated list of apps and tools that not only use the new ChatGPT API, but also allow users to configure their own API keys, enabling free and on-demand usage of their own quota.
Course demos and handouts for our Modern APIs with FastAPI course.
