justcherie
Mom | MA, MS, MEng(CS), JD | MEng^2 (Candidate) EE at VT | OU + VT Alumni
Complex Adaptive Systems ResearchUSA
Pinned Repositories
hiplot
HiPlot makes understanding high dimensional data easy
1D-CNN
Notebooks to introduce and understand 1D-CNNs.
accimage
high performance image loading and augmenting routines mimicking PIL.Image interface
adapt-vqe
ADAPT-VQE simulation code
adaptive-gradient-descent
Researching stochastic gradient descent methods based on the scientific paper
afs_lda_demo
code and data from the AFS LDA demo
aica-agent
AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
justcherie's Repositories
justcherie/irl-imitation
Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
justcherie/irl-maxent
Maximum Entropy and Maximum Causal Entropy Inverse Reinforcement Learning Implementation in Python
justcherie/databook_matlab
Matlab files with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz http://www.databookuw.com/
justcherie/awesome-control-theory
Awesome resources for learning control theory
justcherie/databook_python
IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz
justcherie/pysindy
A package for the sparse identification of nonlinear dynamical systems from data
justcherie/torchdyn
A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods
justcherie/lets-do-irl
Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)
justcherie/dysts
More than a hundred strange attractors
justcherie/cphy
Class materials for computational physics course
justcherie/anchordataaugmentation
justcherie/ijepa
Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised learning from images with a joint-embedding predictive architecture."
justcherie/PhySO
Physical Symbolic Optimization
justcherie/Pontryagin-Differentiable-Programming
A unified end-to-end learning and control framework that is able to learn a (neural) control objective function, dynamics equation, control policy, or/and optimal trajectory in a control system.
justcherie/dynamic-systems-and-chaos
:open_book: Dynamic Systems and Chaos
justcherie/iscan
A Python 3 package for identifying distribution shifts between causal models. Implementation of the paper: "iSCAN: Identifying Causal Mechanism Shifts among Nonlinear Additive Noise Models".
justcherie/torchsde
Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
justcherie/nonlinearTseries
Nonlinear time series analysis in R
justcherie/ordpy
A Python package for data analysis with permutation entropy and ordinal network methods.
justcherie/web-check
🌐 All-in-one website OSINT tool for analysing any website
justcherie/chaospy
Chaotic attractors with python (Lorenz, Rossler, Rikitake etc.)
justcherie/nonlinear_chaotic_systems
This is a project where i will provide interactive jupyter notebooks accompanying my expeditions into the realms of chaos in non-linear systems
justcherie/cNN-DP
A novel neural network for effective learning of highly impulsive/oscillatory dynamic systems by jointly utilizing low-order derivatives
justcherie/phys_computational_physics
This course covered computational techniques for situations that often arise in Physics, Mathematics, and Engineering.
justcherie/theHarvester
E-mails, subdomains and names Harvester - OSINT
justcherie/volatility
An advanced memory forensics framework
justcherie/pyclustering
pyclustering is a Python, C++ data mining library.
justcherie/super-gradients
Easily train or fine-tune SOTA computer vision models with one open source training library
justcherie/Cirq
A python framework for creating, editing, and invoking Noisy Intermediate Scale Quantum (NISQ) circuits.
justcherie/quantum
Hybrid Quantum-Classical Machine Learning in TensorFlow