Sheng Chen's starred repositories
system-design-resources
These are the best resources for System Design on the Internet
Publications
Misc. publications, conference slides, etc. For more, go to http://BartoszMilewski.com
WhyHaskellMatters
In this article I try to explain why Haskell keeps being such an important language by presenting some of its most important and distinguishing features and detailing them with working code examples. The presentation aims to be self-contained and does not require any previous knowledge of the language.
programming-talks
Awesome & interesting talks about programming
awesome-talks
Awesome online talks and screencasts
graphviz-java
Use graphviz with pure java
better-monadic-for
Desugaring scala `for` without implicit `withFilter`s
essential-macros
Examples of simple Scala Macros
nlp_course
YSDA course in Natural Language Processing
awesome-deep-learning-papers
The most cited deep learning papers
Tensorflow-Dataset-Tutorial
Notebook for my medium article about how to use Dataset API in TensorFlow
DeepLearningForNLPInPytorch
An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.
Machine-Learning-with-Python
Python code for common Machine Learning Algorithms
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
DeepNLP-models-Pytorch
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
state-of-the-art-result-for-machine-learning-problems
This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.
awesome-dl4nlp
A curated list of awesome Deep Learning (DL) for Natural Language Processing (NLP) resources
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.