Han8931

grad_mask_detection

reinforcement_learning_note

deep_statistical_learning

nlp_ddp

PyTorch DistributedDataParallel training for Transformer models.

RL-Adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

bayesian-machine-learning

Notebooks about Bayesian methods for machine learning

data-science-refactor

dotfiles

edgar-crawler

Download financial reports from SEC's EDGAR quickly. Extract clean textual data from specific item sections and bootstrap your financial research. Software from the research paper published in ECONLP 2021.

han8931.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

mc_gradients

policy-gradient-importance-sampling

Policy gradient reinforcement learning algorithm with importance sampling

prappleizer.github.io

This repo contains my introductory python textbook for astronomy students, which covers the basics of learning the language with an emphasis on astronomical applications.

PublicNotes

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

RL-Adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

rsmi_nlp

second-order-adversarial-examples

SQL-for-Data-Analytics

Perform fast and efficient data analysis with the power of SQL

thesis_template_ntu

Thesis Latex Template for Nanyang Technological University (NTU)