asmith26's repositories
wide_resnets_keras
Keras implementation + pretrained weights for "Wide Residual Networks"
Vose-Alias-Method
Python implementation of Vose's alias method, an efficient algorithm for sampling from a discrete probability distribution. Uses only the Python Standard Library.
jax_toolkit
A collection of jax functions to help with common machine/deep learning related functionality.
pandas_toolkit
A collection of pandas accessors to help with common machine/deep learning related functionality.
automacdoc
Automatic generation of documentation for mkdocs
cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
d3rlpy
An offline deep reinforcement learning library
dask-examples
Easy-to-run example notebooks for Dask
distributed
A distributed task scheduler for Dask
fiftyone-examples
Examples of using FiftyOne
github-markdown-toc
Easy TOC creation for GitHub README.md
lancedb
Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
life-of-a-numba-kernel
Worked example of the process from Python source to CUDA kernel execution with Numba
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
open_spiel
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
panel-apps
A collection of Python Panel applications for learning and demonstration purposes.
python-container-action
A template for creating GitHub Actions in Python
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
trello-full-backup
Backup everything from Trello: boards, lists, cards and attachments