charles's repositories
Caltech-CS155-2022
Assignments for Machine Learning & Data Assimilation, Winter 2022
animal-reidentification
Animal reidentification of zebras and giraffes
actions-playground
Github Actions Playground
arduino-due-rust
Example applications with Atmel SAM3X8E ARM Cortex-M3 (Arduino Due)
caltech-ee148-spring2020-hw01
Starter Code for Homework #1.
caltech-ee148-spring2020-hw02
Starter code for Homework #2.
caltech-ee148-spring2021-hw03
MNIST Classification
colorednoise
Python package to generate Gaussian (1/f)**beta noise (e.g. pink noise)
DeepKoopman
neural networks to learn Koopman eigenfunctions
fooof
Parameterizing neural power spectra into periodic & aperiodic components.
jPCA
jPCA for Neural Data Analysis in Python
kedro-plugins
First-party plugins maintained by the Kedro team.
lightning-hydra-template
PyTorch Lightning + Hydra. A feature-rich template for rapid, scalable and reproducible ML experimentation with best practices. ⚡🔥⚡
matlab-pyzmq
MATLAB examples using ZeroMQ through the Python interface
maximum-awesome-linux
Config files for vim and tmux.
mne-realtime
Realtime data analysis with MNE-Python
nlb_tools
Python tools for participating in Neural Latents Benchmark '21
nptyping
đź’ˇ Type hints for Numpy and Pandas
numpy_ringbuffer
Ring-buffer implementation that thinly wraps a numpy array
pcm_toolbox
Pattern Component Modelling toolbox for multivariate analysis
pynwb
A Python API for working with Neurodata stored in the NWB Format
shadow_hand_tools
Utilities and wrapper code to interact with the Shadow Dexterous Hand
stm32f407g-disc
Rust BSP crate for the STM32F4DISCOVERY (STM32F407G-DISC) development board
stride
A modelling and optimisation framework for medical ultrasound
timeflux
The programming interface for your body and mind
wildbook-ia
Wildbook's Image Analysis (WBIA) backend service supporting machine learning for wildlife conservation
yellowbrick
Visual analysis and diagnostic tools to facilitate machine learning model selection.