Pinned Repositories
Accelerating-End-to-End-Data-Science-Workflows
RAPIDS Community Notebooks
AF-Classification-from-a-short-single-lead-ECG-recording
This repos is to analysis Cardiologist-level arrhythmia based on paper source "Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network"
An_ML_Pipeline_for_Rental_Prices_tracking
This repo to develop an end-to-end machine learning pipeline that uses to estimate the typical price for a given property based on the price of similar properties.
cbm_codes_open
This repository contains data and code that implement common machine learning algorithms for machinery condition monitoring task.
Deploying_Scalable_ML_Pipeline_in_Production
This repo to develop a classification model by applying unit tests to monitor the model performance on various slices of the data. Then, deploying the model using FastAPI package and create API tests. Both the slice-validation and the API tests will be incorporated into a CI/CD framework using GitHub Actions.
Forced_Alignment_Pytorch
Forced Alignment using Speech to text approach
Genre_Classification_MLOps_E2E_Pipelines
Machine-Learning-notes
This repo will be updated with more JD and technical skills which being required in ML/AI jobs
ML_Pipeline_For_Dynamic_Risk_Assessment
This repo is created to build a completed Machine Learning pipeline from Data Ingestion, Training, scoring, and deploying, plus Process Automation
predictive-maintenance-using-machine-learning
Set up end-to-end demo architecture for predictive maintenance issues with Machine Learning using Amazon SageMaker
Minhvt34's Repositories
Minhvt34/data-curious
This repository includes my project, done during a Data Science Internship
Minhvt34/fractional_neural_sde
Fractional White Noises for Neural Stochastic Differential Equations (NeurIPS 2022)
Minhvt34/Tokenization_TensorFlow
An implement of TensorLearner and TensorFuser using Tensorflow
Minhvt34/Forced_Alignment_Pytorch
Forced Alignment using Speech to text approach
Minhvt34/TransformersCanDoBayesianInference
Official Implementation of "Transformers Can Do Bayesian Inference", the PFN paper
Minhvt34/Bayesian_inference_based_GNN
[Neurips2022] Understanding Non-linearity in Graph Neural Networks from the Perspective of Bayesian Inference
Minhvt34/Neural-Stochastic-Control
Code in Neural Stochastic Control
Minhvt34/jpt-amz
Minhvt34/Traveling-salemans-and-SOM
Solving the Traveling Salesman Problem using Self-Organizing Maps
Minhvt34/SPINODE
Stochastic Physics-Informed Neural Ordinary Differential Equations
Minhvt34/mad-from-scratch
Machine learning, artificial intelligence, and data analytics built from scratch.
Minhvt34/SFML
Simple and Fast Multimedia Library
Minhvt34/pandas_quirks
Minhvt34/cbm_codes_open
This repository contains data and code that implement common machine learning algorithms for machinery condition monitoring task.
Minhvt34/BayesianNeuralNetwork-Tutorial-Metarepos
A meta repository pointing to the other repositories where the implementation of the supplementary examples for our tutorial "Hands-on Bayesian Neural Networks - A Tutorial for Deep Learning Users"
Minhvt34/DeepBSDE
Deep BSDE solver in TensorFlow
Minhvt34/Deep-Learning-In-Production
Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.
Minhvt34/Permission_Denied
This repo contains the code for the Team Permission Denied in the Amazon Last Mile Routing Challenging. The Team Permission Denied won the second place in the competition. Team members are all Ph.D. students studying Transportation at MIT, Xiaotong Guo, Qingyi Wang and Baichuan Mo.
Minhvt34/IntroScientificMachineLearning
Short intro to scientific machine learning using physics informed neuronal networks. I used PyTorch as a framework.
Minhvt34/RNN-ControlwithDelay
Minhvt34/predictive-maintenance-using-machine-learning
Set up end-to-end demo architecture for predictive maintenance issues with Machine Learning using Amazon SageMaker
Minhvt34/neuralRDEs
Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)
Minhvt34/BayesianNetworks
An implement of BN for Covid-19 treatment system at a hospital
Minhvt34/MTVRPTW
Meta-heuristic algorithm for Multi-Trip Vehicle Routing Problem with Time Windows
Minhvt34/ev_routing_engine
Electric vehicle routing engine
Minhvt34/DeepLearning-control
Neural ODEs and torchdiffeq to solve control problems such as LQR
Minhvt34/tensorflow-101
TensorFlow 101: Introduction to Deep Learning for Python Within TensorFlow
Minhvt34/SDE-Net
Code for paper: SDE-Net: Equipping Deep Neural network with Uncertainty Estimates
Minhvt34/NeuralSDE
The fundamental Neural model
Minhvt34/Exploratory-Data-Analysis
This repository contains all the projects I completed during Data Analyst Nanodegree program