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Brandeis University
- Boston, Massachusetts
- http://ryanyoung.io
- @synapticsage
- @synapticsage@sigmoid.social
Highlights
- Pro
Lists (32)
Sort Name ascending (A-Z)
ai-ml-applied_math
awesome lists
Collections I draw inspiration fromBio/Ai
Clean code
compile-time-and-code-time
Tools for the compile and coding phase of devCompSci
Datasets
Debug + Github Issues
Finance
job-search
julia
Awesome Julia-based librarieslanguage-ref
LMM / LLM
Various libraries related to large multi-modal models and large laguage modelsMem
ML
Machine Learningmodeling
Mojo
A new Python-derived programming language with MLIR-based accelerations.multi-linear and linear-algebra
Libraries that focus on manipulating tensors (multi-linear algebra) and matrices (linear algebra)multi-thread + multi-process
Neuromorphic chips
neuroscience
OS
OS related tools (MacOS mostly)Productionize
For productionizing models (more to come; haven't added many yet)remarkable
tools for remarkable tabletReplicability
Robotics
Libraries for controlling, simulating, interfacing robotics projectsrun-time-experience
stats-and-bayes
storage/datastructures
vim + tmux + emacs + terminal
text-based applications and shell scripting Used to be just vim/tmux, but merged with emacs and terminal lists. (Github only allows 32 lists ☹️)visualization
libraries that focus on visualization, in all its formswhite-hat
white hat hacking/exploitation librariesStarred repositories
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
A modern Anki custom scheduling based on Free Spaced Repetition Scheduler algorithm
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
Anatomy of Matplotlib -- tutorial developed for the SciPy conference
Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier
Interactive Web Plotting with Bokeh in IPython notebook
A short course on Julia and open-source software development
pitmonticone / llm-course
Forked from mlabonne/llm-courseCourse to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.