mlpotter

LENS

Low-light Environment Neural Surveillance (LENS)

DeepKoopmanLusch

PyTorch Implementation of Lusch et al DeepKoopman

GRU4REC

PyTorch implementation of Session-Based Recommendations with Recurrent Neural Networks

Hyperdimensional_Character_Recognition

Apply Hyperdimensional Computing techniques to perform classification on the MNIST dataset (28x28 version and 8x8 version).

Local-Outlier-Factor-NumPy

LOF: Identifying Density-Based Local Outliers paper replication with NumPy from scratch.

NextItNet

PyTorch implementation of NextItNet from "A Simple Convolutional Generative Network for Next Item Recommendation".

Shapelet_Transform

Implementation of Shapelet Transformation for Classification of Time Series] https://dl.acm.org/doi/pdf/10.1145/2339530.2339579

SplitLearning

Applied Split Learning in PyTorch with torch.distributed.rpc and torch.distributed.autograd

Transformer_Time_Series

Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)

attentive-session-based-recs

CS 249 Project.

mlpotter/Transformer_Time_Series

Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)

mlpotter/SplitLearning

Applied Split Learning in PyTorch with torch.distributed.rpc and torch.distributed.autograd

mlpotter/DeepKoopmanLusch

PyTorch Implementation of Lusch et al DeepKoopman

mlpotter/NextItNet

PyTorch implementation of NextItNet from "A Simple Convolutional Generative Network for Next Item Recommendation".

mlpotter/GRU4REC

PyTorch implementation of Session-Based Recommendations with Recurrent Neural Networks

mlpotter/Shapelet_Transform

Implementation of Shapelet Transformation for Classification of Time Series] https://dl.acm.org/doi/pdf/10.1145/2339530.2339579

mlpotter/Local-Outlier-Factor-NumPy

LOF: Identifying Density-Based Local Outliers paper replication with NumPy from scratch.

mlpotter/Bayesian_Personalized_Ranking

Implemented PyTorch Matrix Factorization of "BPR: Bayesian Personalized Ranking from Implicit Feedback" with the Netflix Prize Dataset

mlpotter/Factorized_Personalized_Markov_Chains

Implemented "Factorizing Personalized Markov Chains for Next-Basket Recommendation" for next item prediction for Movie Lens 1 million

mlpotter/Hyperdimensional_Character_Recognition

Apply Hyperdimensional Computing techniques to perform classification on the MNIST dataset (28x28 version and 8x8 version).

mlpotter/SAWAR

Survival Analysis with Adversarial Regularization

mlpotter/fedopt_attmpt

FedOPT attempt with PyTorch RPC

mlpotter/DeepKoopmanSimple

Geneva et al simple koopman operator implementation

mlpotter/Gauss_Newton_NLLS

Gauss Newton Nonlinear Least Squares Estimation

mlpotter/RCS_ATR

Code for paper Multistatic-Radar RCS-Signature Recognition of Aerial Vehicles: A Bayesian Fusion Approach

mlpotter/T-DYAN-T

Dynamics-aware Representation Learning via Multivariate Time Series Transformers

mlpotter/20ng_text_classification

Apply BERT Sequence Classification for 20 newsgroups dataset

mlpotter/ALCV

Active Learning for Object Detection with MMDet and MMEngine

mlpotter/BERT_NSP

Next Sentence Prediction (NSP) with huggingfaceco BERT implementation. Trained and tested on the wikitext-2 dataset.

mlpotter/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

mlpotter/DBSCAN-NumPy

DBSCAN implementation with only NumPy, matches scikit-learn implementation

mlpotter/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

mlpotter/Drift-Algorithms-NumPy

Classical Drift Algorithms written in NumPy

mlpotter/ECENGR232E-80

UCLA ECENGR232E-80

mlpotter/EECE5645

mlpotter/fedavg_attmpt

Attempt for FedAVG with torch.distributed.rpc package

mlpotter/ISEA-OTF-Corona-TEM-GEM

mlpotter/kbroman.github.io

Karl Broman's website

mlpotter/LogisticALBenchmark

Replicate paper "A Benchmark and Comparison of Active Learning for Logistic Regression"

mlpotter/UCLA-Classes

Will contain all my classes I take as UCLA Master's students