Pinned Repositories
advanced_mechatronics
Code repository for advanced mechatronics class projects
amazon_atoz_bot
Automate daily Amazon AtoZ shift signups. Beat the sheep. Frontend web automation.
cs211s_m3
Group project for CCSF computer science course CS211S: Advanced Java, module 3 homework
drlevn
Deep Reinforcement Learning Embodied Visual Navigation: In this project, the primary focus is on the Point-to-Point7 Navigation (Point-Nav) task when the agent is required to navigate from its initial position to a target location by relying on its egocentric visual data.
event_camera
Master thesis project for M.S. Robotics at NYU Tandon School of Engineering
mechatronics_project
Group project for NYU Tandon Fall 2021 ROB-GY 5103 Mechatronics course with Professor Lee
political_figures_database
A database containing public records of important political figures, for example, US congressmen/women and senators; and a frontend website acts as an interface for users to search database
sfo_weather_forecaster
Input past history of 5 days at 3 hour intervals, predict temperature in Celsius for the next 24 hours at SFO airport
TPSNet
In this project, we designed a novel ResNet architecture to maximize classification accuracy on the CIFAR-10 dataset while ensuring that the total number of parameters are less than 5M. We implement a random search approach for hyperparameter optimization. Our best performing architecture, TPSNet achieved a test accuracy of 94.84%.
youtube_troll_bot
Spam comments really quick on YouTube. Be warned, you will get banned!
taiyipan's Repositories
taiyipan/sfo_weather_forecaster
Input past history of 5 days at 3 hour intervals, predict temperature in Celsius for the next 24 hours at SFO airport
taiyipan/political_figures_database
A database containing public records of important political figures, for example, US congressmen/women and senators; and a frontend website acts as an interface for users to search database
taiyipan/drlevn
Deep Reinforcement Learning Embodied Visual Navigation: In this project, the primary focus is on the Point-to-Point7 Navigation (Point-Nav) task when the agent is required to navigate from its initial position to a target location by relying on its egocentric visual data.
taiyipan/TPSNet
In this project, we designed a novel ResNet architecture to maximize classification accuracy on the CIFAR-10 dataset while ensuring that the total number of parameters are less than 5M. We implement a random search approach for hyperparameter optimization. Our best performing architecture, TPSNet achieved a test accuracy of 94.84%.
taiyipan/mechatronics_project
Group project for NYU Tandon Fall 2021 ROB-GY 5103 Mechatronics course with Professor Lee
taiyipan/advanced_mechatronics
Code repository for advanced mechatronics class projects
taiyipan/amazon_atoz_bot
Automate daily Amazon AtoZ shift signups. Beat the sheep. Frontend web automation.
taiyipan/cs211s_m3
Group project for CCSF computer science course CS211S: Advanced Java, module 3 homework
taiyipan/event_camera
Master thesis project for M.S. Robotics at NYU Tandon School of Engineering
taiyipan/bicolor_directed_graph
Construct a directed, cyclic, non-weighted graph with red and blue edges. Perform breadth-first search algorithm to find shortest path with alternating color patterns from 0 to any vertex in the graph.
taiyipan/cats_dogs_MobileNetV2
taiyipan/deep_learning
NYU Tandon Deep Learning course group project repository
taiyipan/desktop_weather_clock
Code base for a desktop clock which shows current time, temperature outside, sunlight presence, and weather indicator
taiyipan/digital_thermometer
Arduino nano project: detect indoor temperature and humidity
taiyipan/flowers_lite
A neat little flower classifier based on MobileNetV2 architecture, trained on a small dataset of 4323 flower pictures
taiyipan/horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
taiyipan/images
Public domain photos of Members of the United States Congress
taiyipan/job_finder
A complete deep learning powered artificial intelligence program that does daily job recommendations for you
taiyipan/leetcode_bot
Fed up with having to sign up for leetcode weekly contest every week? Worry no more! This leetcode bot will do it for you! So you can enjoy your time without worrying about mindless chores.
taiyipan/ludwig
Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code.
taiyipan/models
Models and examples built with TensorFlow
taiyipan/mushroom_farm
Automated mushroom farm with mist atomizer for indoor mushroom growth
taiyipan/robot_perception_project
Code share space for NYU Tandon robot perception course project (Fall 2022)
taiyipan/salary_budget_sim
Simulate yearly salary, taxes, savings, expenses, and discretionary spending
taiyipan/sign_up_bot
This is an example of a web crawler designed to interface with the now defunct website Amazon Moment
taiyipan/stop_training
This handy custom keras class allows you to set a desired accuracy, when achieved, that stops tensorflow model training. It saves time and computation resources. Neat right? After instantiating the object with desired accuracy parameter, just pass it into callbacks variable in model.fit() and you are all set!
taiyipan/sudoku_solver
A recursive backtracking algorithm to solve any sudoku puzzles
taiyipan/taiyipan
Personal website
taiyipan/tfjs-models
Pretrained models for TensorFlow.js
taiyipan/trie
Tired of using list or binary tree? How about using the Trie data structure instead? Here is my take on the trie implementation. Enjoy!