YitongTseo
MIT Computational & Systems Biology PhD Candidate, Former Facebook Machine Learning Specialist, Graduate of Williams College class of 2017
MITBoston, MA
Pinned Repositories
camstudio-mousedown-highlight
Modify CamStudio so that the cursor highlight is only displayed when the mouse button is pressed
ColabDesign
Making Protein Design accessible to all via Google Colab!
dog_picture
dog
E.T.
Episodic Transformer (E.T.) is a novel attention-based architecture for vision-and-language navigation. E.T. is based on a multimodal transformer that encodes language inputs and the full episode history of visual observations and actions.
elastica
Software to simulate the dynamics of filaments that, at every cross-section, can undergo all six possible modes of deformation, allowing the filament to bend, twist, stretch and shear, while interacting with complex environments via muscular activity, surface contact, friction and hydrodynamics.
embeddings_reproduction
Learning-Gait-with-Reinforcement-Learning
Learning 3D gait for wheeled vehicles, six legged models, and quadrupedal models using Q-Learning and other Reinforcement Learning techniques
ML4MolEng_Spring2023
Materials for the course Machine Learning for Molecular Engineering (MIT Spring 2023).
ml_phage_display
Code for Next Generation Phage Display Motif Denoising and Identification
WaterSimulationAndRendering
YitongTseo's Repositories
YitongTseo/Learning-Gait-with-Reinforcement-Learning
Learning 3D gait for wheeled vehicles, six legged models, and quadrupedal models using Q-Learning and other Reinforcement Learning techniques
YitongTseo/WaterSimulationAndRendering
YitongTseo/ML4MolEng_Spring2023
Materials for the course Machine Learning for Molecular Engineering (MIT Spring 2023).
YitongTseo/ml_phage_display
Code for Next Generation Phage Display Motif Denoising and Identification
YitongTseo/camstudio-mousedown-highlight
Modify CamStudio so that the cursor highlight is only displayed when the mouse button is pressed
YitongTseo/ColabDesign
Making Protein Design accessible to all via Google Colab!
YitongTseo/dog_picture
dog
YitongTseo/E.T.
Episodic Transformer (E.T.) is a novel attention-based architecture for vision-and-language navigation. E.T. is based on a multimodal transformer that encodes language inputs and the full episode history of visual observations and actions.
YitongTseo/elastica
Software to simulate the dynamics of filaments that, at every cross-section, can undergo all six possible modes of deformation, allowing the filament to bend, twist, stretch and shear, while interacting with complex environments via muscular activity, surface contact, friction and hydrodynamics.
YitongTseo/embeddings_reproduction
YitongTseo/ethical_necromancy
YitongTseo/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
YitongTseo/Gamejam-Momentum
Williams College Gam Jam 2015
YitongTseo/localcolabfold
ColabFold on your local PC
YitongTseo/MiceEEGSleepClassifier
Machine Learning Mouse EEG/EMG data sleep classifier
YitongTseo/ntk_matrix_completion
YitongTseo/OSDA_Generator
YitongTseo/paired_cell_inpainting
Self-supervised learning for microscopy images
YitongTseo/pretrain-gnns
Strategies for Pre-training Graph Neural Networks
YitongTseo/privateer
The Swiss Army knife for carbohydrate structure validation, refinement and analysis
YitongTseo/ProcedurallyGeneratedFarmLand
YitongTseo/prot_2_face
VAE generated chernoff faces for protein sequences
YitongTseo/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
YitongTseo/stompy_simulation
YitongTseo/streamlet_base
A small repository for basic streamlet boilerplate code.
YitongTseo/ternalbiota
website!
YitongTseo/two_skies
YitongTseo/UniRep
UniRep model, usage, and examples.
YitongTseo/YitongTseo.github.io
YitongTseo/Zeolite-Phase-Competition
Code for: Ab initio control of zeolite phase competition and intergrowth using high-throughput simulations