Duy Phuong Nguyen's repositories
arxiv-sanity-preserver
Web interface for browsing, search and filtering recent arxiv submissions
awesome-project-ideas
Curated list of Machine Learning, NLP, Vision Project Ideas
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
coding-interview-university
A complete computer science study plan to become a software engineer.
computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
cyclemoid-pytorch
Cyclemoid implementation for PyTorch
deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
DeepLearning.ai-Summary
This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.
EPIJudge
EPI Judge - Preview Release
flops-counter.pytorch
Flops counter for convolutional networks in pytorch framework
gym
A toolkit for developing and comparing reinforcement learning algorithms.
lectures
Oxford Deep NLP 2017 course
matplotlib_for_papers
Handout for the tutorial "Creating publication-quality figures with matplotlib"
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
python-machine-learning-book-3rd-edition
The "Python Machine Learning (3rd edition)" book code repository
reinforcement-learning-an-introduction
Python implementation of Reinforcement Learning: An Introduction
requests-for-research
A living collection of deep learning problems
Theano-Tutorials
Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.
ThinkStats2
Text and supporting code for Think Stats, 2nd Edition