Felix-Yan
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Collection of common code that's shared among different research projects in FAIR computer vision team.
Welcome to the repository for all the tutorial slides I created during my PhD time at Victoria University of Wellington (VUW) and Undergraduate time at Nankai University.
Awesome machine learning for combinatorial optimization papers.
pwtools is a Python package for pre- and postprocessing of atomistic calculations, mostly targeted to Quantum Espresso, CPMD, CP2K and LAMMPS. It is almost, but not quite, entirely unlike ASE, with…
Radial Basis Function Neural Network implementation for Python
LGDCloudSim is a resource management simulation system for large-scale geographically distributed cloud data center scenarios.
Implementations of algorithms from the Q-learning family. Implementations inlcude: DQN, DDQN, Dueling DQN, PER+DQN, Noisy DQN, C51
A deep learning framework for symbolic optimization.
Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.
Code of NeurIPS paper: arxiv.org/abs/2302.08224
Simulator - Deadline-Constrained Dynamic Workflow Scheduling in Cloud Computing
IJPR paper: Deep Reinforcement Learning for dynamic scheduling of a flexible job shop
Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.
The open source implementation of Gemini, the model that will "eclipse ChatGPT" by Google
pix2tex: Using a ViT to convert images of equations into LaTeX code.
A Tensorflow implementation Mutual Information estimation methods
An open source python library for automated feature engineering based on Genetic Programming
LaTeX source, figures, and significance tests for Hasegawa-Johnson et al., Trans. ASL 25:46-59, 2017
LaTeX source of journal paper: Martin Kleppmann and Alastair R. Beresford. A Conflict-Free Replicated JSON Datatype. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2017.
PyTorch implementation of DEC (Deep Embedding Clustering)
Script to remotely check GPU servers for free GPUs
A modular, easy to extend GFlowNet library