102flowers-classification-transferlearning

Deep Learning with PyTorch

17flowers-classification-with-numpy

Deep Learning with NumPy

2-sat-solver

SUTD ISTD 2D SAT Solver

ai-turret-game

Unity Turret Defence Game. Played by ml_agents

bad-manners-helper-telegram-bot

A telegram helper bot that has bad manners

cubic-bspline-solver

Cubic B-Spline Solver that takes in a .txt file of coordinates to interpolate and produces an output with the control points

damocles-kyc

Know-Your-Customer Framework written in nodejs

deeplab-v3

Reimplementation of deeplabv3 for Image Segmentation course

facial-recognition-with-electron

Part of the design process for SUTD ISTD Term 5 ESC Project. Allows the user to train a new face into the model, as well as verify the identity of a person.

fashionmnist-classification-with-torch

Deep Learning with PyTorch

file-transfer-with-java

Java File Transfer Implementation

flask-with-restful-api

Flask Application with RESTFUL API

groundingdino-bbox-autolabeller

Using groundingdino to produce bbox values

gym-cartpole

OpenAI Cartpole Gym Exercise

gym-lunarlander

OpenAI LunarLander Gym Exercise

hmm-part-of-speech-tagging

SUTD Term 6 Machine Learning Project. Implementing a Part-Of-Speech-Tagging

image-captioning

An attempt at building an image Captioning model. Uses LSTM/frozen VGG19_batchnormed.

imagenet-prediction-with-pretrained

Deep Learning by Data Augmentation

inpainting-with-atrous-convolutions

Making use of the Atrous Spatial Pyramid Pooling in DeeplabV3 to aid in image inpainting

junqingchang

Personal Repo

kaggle-titanic-with-ridge-regression

SUTD ISTD Term 6 Machine Learning HW2

life-not-painful-enough

A bot to roast you daily since life doesn't put you down enough

lstm-name-origin-classification

Deep Learning with PyTorch

lstm-startrek-quote

Deep Learning with PyTorch

ludwig-amadeus

SUTD Artificial Intelligence Project: Music Generation with MIDI files

mqtt-network

SUTD ISTD Term 6 Networks Lab 9

natural-language-inference

Improving BERT for Natural Language Inference

segment-anything-bbox-autolabeller

Using segmentanything to produce bbox values

spimi

stock-predict-with-website-credibility

Code base for stock prediction project for Computational Data Science