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bayesian-machine-learning

Notebooks about Bayesian methods for machine learning

blog

data-science-refactor

deep_learning

deep_statistical_learning

dl_system_design

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.

golink

grad_mask_detection

han8931.github.io

keepit

The most powerful minimal Hugo theme.

mc_gradients

neovim-edit

This plugin allows you to seamlessly use NeoVim to edit your notes within Obsidian

nlp_ddp

PyTorch DistributedDataParallel training for Transformer models.

obsidian-releases

Community plugins list, theme list, and releases of Obsidian.

policy-gradient-importance-sampling

Policy gradient reinforcement learning algorithm with importance sampling

reinforcement-learning

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

reinforcement_learning_note

rl-adventure

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

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

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)