Gemsarah's Projects
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Models and examples built with TensorFlow
An RNN implementation to generate music
Train an LSTM to generate piano or violin/piano music.
My own machine learning/deep learning/computer vision practice
The experiments with the Udacity Self-driving Car Simulator.
Neural Architecture Optimization
Visualizer for deep learning and machine learning models
A Symbolic Package for Octave using SymPy
Random notes on papers, likely a short-term repo.
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Minimal and Clean Reinforcement Learning Examples
Using reinforcement learning to teach a car to avoid obstacles.
Robotic Arm Immersive Kinetics in Unity for the Mixed-Reality Robot Teleoperation system.
Hanxiao Chen's junior independent computer vision project on self-supervised learning and semi-supervised learning.
scikit-learn: machine learning in Python
An interesting autonomous driving car simulator with famous genetic algorithm in Unity.
Few Shot Learning by Siamese Networks, using Keras.
Implementation of Siamese Neural Networks for One-shot Image Recognition
Siamese and triplet networks with online pair/triplet mining in PyTorch
Using implementation of Q-Learning and Pygame to simulate a self-driving car.
SkateboardAI: The Coolest Video Action Recognition for Skateboarding.
Spinning Up in Deep RL
Build a gym wrapper for billard environment in ICLR paper STOVE.
StyleGAN Encoder - converts real images to latent space
Code for the paper "On First-Order Meta-Learning Algorithms"
Project of system modeling and simulation for my major automation.
TensorFlow's Visualization Toolkit
Exercises of ML on Tensorflow
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent