Vaibhav Thakur's starred repositories
FriendsDontLetFriends
Friends don't let friends make certain types of data visualization - What are they and why are they bad.
latent_dynamics_workshop
Exercises and examples for the latent dynamics workshop
Statistical_Rethinking-pymc-resources
PyMC educational resources
Statistical-Rethinking-2023-Python-Notes
Lecture notes and python code to replicate models built throughout the course of Richard Mcelreath's 2023 Lecture Series 'Statistical Rethinking'. Relies on pymc
talent-plan
open source training courses about distributed database and distributed systems
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
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 ;)
pymc-resources
PyMC educational resources
stat_rethinking_2023
Statistical Rethinking Course for Jan-Mar 2023
SciencePlots
Matplotlib styles for scientific plotting
zotero-scihub
A plugin that will automatically download PDFs of zotero items from sci-hub
benchmarks
Various performance and latency benchmarks for the BonVision package
pygame_tools
A toolbox for pygame
NeuroPyxels
NeuroPyxels (npyx) is a python library built for electrophysiologists using Neuropixels electrodes. This package stems from the need of a pythonist who really did not want to transition to MATLAB to work with Neuropixels: it features a suite of core utility functions for loading, processing and plotting Neuropixels data.
stats-ds-book
http://cranmer.github.io/stats-ds-book
awesome-normalizing-flows
A list of awesome resources on normalizing flows.
Lattice-Boltzmann-Method-JAX
Simple D2Q9 Lattice-Boltzmann-Method solver implemented in Python with JAX. Simulates the fluid motion of the van-Karman vortex street behind a cylinder.
scientific-python-course
Slides + Source Code + Data for an introductory course to NumPy, Matplotlib, SciPy, Scikit-Learn & TensorFlow Keras
machine-learning-and-simulation
All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)
labstreaminglayer
LabStreamingLayer super repository comprising submodules for LSL and associated apps.
PsychometricCurveFitting
Psychometric curve fitting functions
FrameTimingControl
Sample code for frame timing control