alexlioralexli Goto Github PK
Name: Alex Li
Type: User
Bio: PhD student in machine learning at Carnegie Mellon University. Prev: undergrad at UC Berkeley.
Twitter: alexlioralexli
Location: Pittsburgh, PA
Blog: http://alexanderli.com
Name: Alex Li
Type: User
Bio: PhD student in machine learning at Carnegie Mellon University. Prev: undergrad at UC Berkeley.
Twitter: alexlioralexli
Location: Pittsburgh, PA
Blog: http://alexanderli.com
Data compression in TensorFlow
Code for Diagnosing Bottlenecks in Deep Q-learning. Contains implementations of tabular environments plus solvers.
The DM Control Suite and Package is a tool for developing and testing reinforcement learning agents for the MuJoCo physics engine.
This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.
Assignments for CS294-112.
Code for the paper "Functional Regularization for Reinforcement Learning via Learned Fourier Features"
Models and examples built with TensorFlow
Analyzing partial dimensional collapse in non-contrastive self-supervised learning. "Understanding Collapse in Non-Contrastive Siamese Representation Learning." In ECCV, 2022.
Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
A jekyll based resume template
rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.
Soft Actor-Critic
PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566
Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.
Author's PyTorch implementation of TD3 for OpenAI gym tasks
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.