concretevitamin
Building @skypilot-org. PhD in ML for systems from UC Berkeley.
UC BerkeleyBerkeley, CA
Pinned Repositories
balsa
Balsa is a learned SQL query optimizer. It tailor optimizes your SQL queries to find the best execution plans for your hardware and engine.
haskeme
A Scheme interpreter written in Haskell.
join-order-benchmark
Join Order Benchmark queries and join graph visualizations
neurocard
State-of-the-art neural cardinality estimators for join queries
sparksql-perf
A performance benchmark for Spark SQL.
naru
Neural Relation Understanding: neural cardinality estimators for tabular data
neurocard
State-of-the-art neural cardinality estimators for join queries
credis
ray
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
skypilot
SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 12+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.
concretevitamin's Repositories
concretevitamin/join-order-benchmark
Join Order Benchmark queries and join graph visualizations
concretevitamin/neurocard
State-of-the-art neural cardinality estimators for join queries
concretevitamin/axolotl
Go ahead and axolotl questions
concretevitamin/cs294-ai-sys-sp19
CS294; AI For Systems and Systems For AI
concretevitamin/acme
A library of reinforcement learning components and agents
concretevitamin/arrow
Apache Arrow is a cross-language development platform for in-memory data. It specifies a standardized language-independent columnar memory format for flat and hierarchical data, organized for efficient analytic operations on modern hardware. It also provides computational libraries and zero-copy streaming messaging and interprocess communication. Languages currently supported include C, C++, Java, JavaScript, Python, and Ruby.
concretevitamin/assignment1
Part 1 of the introductory assignment on building our own compiler
concretevitamin/benchmarks
Benchmark code
concretevitamin/credis
Chain Replicated Redis
concretevitamin/credis-1
concretevitamin/fold
Deep learning with dynamic computation graphs in TensorFlow
concretevitamin/hugo-PaperMod
A fast, clean, responsive Hugo theme.
concretevitamin/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
concretevitamin/minimal
Minimal is a Jekyll theme for GitHub Pages
concretevitamin/models
Models and examples built with TensorFlow
concretevitamin/oh-my-zsh
A delightful community-driven (with 1,000+ contributors) framework for managing your zsh configuration. Includes 200+ optional plugins (rails, git, OSX, hub, capistrano, brew, ant, php, python, etc), over 140 themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.
concretevitamin/pywren
Teraflops and microservices
concretevitamin/ray
A high-performance distributed execution engine
concretevitamin/redis-module-bench
Misc. benchmarking on a Redis module.
concretevitamin/rich
Rich is a Python library for rich text and beautiful formatting in the terminal.
concretevitamin/rlqopt
concretevitamin/skypilot
SkyPilot is a framework for easily running machine learning workloads on any cloud through a unified interface.
concretevitamin/skypilot-catalog
concretevitamin/skypilot-ci-cd-runner
GPU CI/CD runner that works — using SkyPilot
concretevitamin/spark
Mirror of Apache Spark
concretevitamin/spark-sql-perf
concretevitamin/tabby
Self-hosted AI coding assistant
concretevitamin/tmux-mem-cpu-load
CPU, RAM, and load monitor for use with tmux
concretevitamin/tpu
Reference models and tools for Cloud TPUs.
concretevitamin/transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.