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airbnb_recommendations

An Airbnb destination recommendation system (Kaggle competition) to predict a new user's booking destination given their demographics, web session records, and other summary statistics. Coded in Python.

cayman

ROI image and size detection for Cayman Island 2017 data. Coded in Python and used Caffe Framework

dvc

🦉Data Version Control | Git for Data & Models

employeeturnoverprediction

Employee Turnover Classification on Human Resources Kaggle data. Coded in python and used TensorFlow/Sci-Kit Learn frameworks

eval-student-writing

A scalable, end-to-end ML pipeline system of automated model deployments, designed to deliver a fine-tuned BERT model (NLP) to analyze argumentative writing elements, to an advanced serverless REST API on a cloud Platform (AWS). Developed in Python and used Pytorch Lightning framework.

fast-pedestrian-tracking

Pedestrian detection tracking from autonomous vehicle view using a Faster-RCNN in PyTorch

fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

gps-algorithm

Global positioning using gradient descent, Gauss's and Newton's algorithm

im-caption

Image content understanding, using a CNN-encoder, RNN-decoder in PyTorch

image_captioning

generate captions for images using a CNN-RNN model that is trained on the Microsoft Common Objects in COntext (MS COCO) dataset

jenkins-python-test

Project to test python app CI/CD with Jenkins

ktl014.github.io

Kevin Tran Vu Le Project Website

label-studio_0.7.6

Label Studio is a multi-type data labeling and annotation tool with standardized output format

metoo

mpl

Dataset augmentation for improving biological specimen classification. Coded in Python and used Caffe framework (Scripps Institution Oceanography Internship Summer 17)

mrec

nyc_taxi_saver

Using Machine Learning techniques to make prediction on the fare amount (inclusive of tolls) for a taxi ride in New York City given the pickup and dropoff locations

places365

The Places365-CNNs

plankton_wi17

salarypredictionportfolio

Salary Prediction Project (Python)

simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper

spcvisualizer

Real-time viewer for SPCBench Camera system data collection

test-cookie-cutter

test-tube

Python library to easily log, track machine learning code, experiments and parallelize hyperparameter search

test_cookie_cutter_v2

textsummarizer_tool

Text summarization web application for news articles, developed in React & Python

urban_sound_recognition

Audio recognition in urban settings

vision

Datasets, Transforms and Models specific to Computer Vision

zillowhouseprediction

Building a model to improve the Zestimate residual error.