Michael Potter's repositories
Transformer_Time_Series
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)
SplitLearning
Applied Split Learning in PyTorch with torch.distributed.rpc and torch.distributed.autograd
DeepKoopmanLusch
PyTorch Implementation of Lusch et al DeepKoopman
Shapelet_Transform
Implementation of Shapelet Transformation for Classification of Time Series] https://dl.acm.org/doi/pdf/10.1145/2339530.2339579
Bayesian_Personalized_Ranking
Implemented PyTorch Matrix Factorization of "BPR: Bayesian Personalized Ranking from Implicit Feedback" with the Netflix Prize Dataset
Local-Outlier-Factor-NumPy
LOF: Identifying Density-Based Local Outliers paper replication with NumPy from scratch.
Factorized_Personalized_Markov_Chains
Implemented "Factorizing Personalized Markov Chains for Next-Basket Recommendation" for next item prediction for Movie Lens 1 million
fedopt_attmpt
FedOPT attempt with PyTorch RPC
Hyperdimensional_Character_Recognition
Apply Hyperdimensional Computing techniques to perform classification on the MNIST dataset (28x28 version and 8x8 version).
DeepKoopmanSimple
Geneva et al simple koopman operator implementation
Gauss_Newton_NLLS
Gauss Newton Nonlinear Least Squares Estimation
20ng_text_classification
Apply BERT Sequence Classification for 20 newsgroups dataset
ALCV
Active Learning for Object Detection with MMDet and MMEngine
CoxPHNumPy
NumPy implementation of Cox PH Model that fits with cox partial likelihood and kaplan meier curve for base survival density / base hazard function on Bladder Cancer Dataset
DBSCAN-NumPy
DBSCAN implementation with only NumPy, matches scikit-learn implementation
Deeplearning.ai-Natural-Language-Processing-Specialization
This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning.ai
Drift-Algorithms-NumPy
Classical Drift Algorithms written in NumPy
ECENGR232E-80
UCLA ECENGR232E-80
fedavg_attmpt
Attempt for FedAVG with torch.distributed.rpc package
kbroman.github.io
Karl Broman's website
Minimum_Edit_Distance
Calculate Minimum Edit Distance Matrix with Dynamic Programming
UCLA-Classes
Will contain all my classes I take as UCLA Master's students