Jacob's repositories
Reacher_using_DDPG
Implement DDPG to solve Reahcer problem in Unity
Crawler_using_PPO
Implement PPO to solve Crawler problem in Unity
Optm_Methods_in_Machine_Learning
Several classic optimization solvers are implemented in Matlab
PCA_Cluster_Parity_Portfolio
We Design a PCA Cluster Risk Parity Portfolio
Recommendation_Algorithm_using_SVD
Low-rank Singular Value Decomposition (SVD) and Soft Impute Algorithm for matrix completion
Human_Activity_Recognition
Using Basic Machine learning to recognize human activity
wordcloud2
R interface to wordcloud for data visualization.
daily-leetcode
as name
fast-neural-style-tensorflow
A tensorflow implementation for fast neural style!
Tennis_using_MADDPG
Implement MADDPG to solve Collaboration and Competition problem in Unity
good_notes
as repo name
Hackathons
Several projects during hackathon events back to school days
Imitation_Learning
Implement Imitation Learning to solve several OpenAI envs.
Mining_Massive_Datasets
A collection of popular algorithms to treat large data sets.
Navigation_using_DDQN
Implement Deep Q-learning to solve Navigation problem in Unity
research_practice
Practice on latest AI research stuff using pytorch