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academicpages.github.io

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

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

attention-mechanisms

Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.

attexplainer

Code for "AttExplainer: Explain Transformer Attention by ReinforcementLearning".

awesome-ensemble-learning

Ensemble learning related books, papers, videos, and toolboxes

awesome-gradient-boosting-papers

A curated list of gradient boosting research papers with implementations.

awesome-information-retrieval

A curated list of awesome information retrieval resources

awesome-rl

Reinforcement learning resources curated

bbrl

A lightweight RL library inspired from salina

books

ce7429

ce7454_2020

Deep learning course CE7454, 2020

ce7455_project

CE 7455 Project Work

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

conv-emotion

This repo contains implementation of different architectures for emotion recognition in conversations

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

crashds

Crash Course on Data Science in Python

crashpy

Crash Course in Python

cs234-reinforcement-learning-winter-2019

My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019

cz1115-introduction-to-data-science-and-artificial-intelligence-mini-project

CZ1115 - SC1015 - Introduction to Data Science and Artificial Intelligence Mini Project

data-mining

Data Mining Projects

data-science-from-scratch

code for Data Science From Scratch book

datascience

Repository to maintain all my clutter

datasciencecoursera

This is for the course Data Science Toolbox from Coursera.

datasharing

The Leek group guide to data sharing

decima-sim

Learning Scheduling Algorithms for Data Processing Clusters

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-q-learning-paper-to-code

deep-q-networks

Implementations of algorithms from the Q-learning family. Implementations inlcude: DQN, DDQN, Dueling DQN, PER+DQN, Noisy DQN, C51