Xander Song's repositories
ai-notes
notes for software engineers getting up to speed on new AI developments. Serves as datastore for lspace.swyx.io writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.
anki
Anki's shared backend and web components, and the Qt frontend
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
awesome-llm
Tools for building products and apps with LLMs.
awesome-llm-agents
A curated list of awesome LLM agents.
Awesome-LLMOps
An awesome & curated list of best LLMOps tools for developers
awesome-ml-monitoring
A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profiling data 🚀
awesome-open-data-centric-ai
Curated list of open source tooling for data-centric AI on unstructured data.
awesome-seml
A curated list of articles that cover the software engineering best practices for building machine learning applications.
dagster
An orchestration platform for the development, production, and observation of data assets.
data-science-blogs
A curated list of data science blogs
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Deep-learning-in-cloud
List of Deep Learning Cloud Providers
dspy
DSPy: The framework for programming—not prompting—foundation models
free-for-dev
A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
langchain
⚡ Building applications with LLMs through composability ⚡
llama-hub
A library of data loaders for LLMs made by the community -- to be used with GPT Index and/or LangChain
llama_index
LlamaIndex (GPT Index) is a data framework for your LLM applications
machine-learning-collection
A collection of awesome Machine Learning software, libraries, Learning Tutorials, documents, books, resources and interesting stuff in ML
one-k-genomes
This repository applies supevised and unsupervised learning to human genomic data. In particular, it uses dual and kernel PCA to reduce the dimension of the data for the purpose of visualization in two and three dimensions. It also uses SVMs and neural networks to predict individual ethnic origin from genomic data.
onekgenomes3dplot
Dash app for an interactive plot of PCA and kernel PCA of the 1000 Genomes Data Set.
openai-python
The official Python library for the OpenAI API
pandas-ai
PandasAI is a Python library that integrates generative artificial intelligence capabilities into Pandas, making dataframes conversational
ragas
Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines
staged-recipes
A place to submit conda recipes before they become fully fledged conda-forge feedstocks
The-NLP-Pandect
A comprehensive reference for all topics related to Natural Language Processing