zhaochengHuang

acoustic-simulator

Implementation of audio degradation processes

algorithm-pattern

算法模板，最科学的刷题方式，最快速的刷题路径，你值得拥有~

alveo-galaxy-tools

Tools for handling language data and interfacing to Alveo on the Galaxy Workflow Platform

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

DeepLearningFrameworks

Demo of running NNs across different frameworks

HSD-Clubhouse

Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

lectures

Oxford Deep NLP 2017 course

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

zhaochengHuang/acoustic-simulator

Implementation of audio degradation processes

zhaochengHuang/algorithm-pattern

算法模板，最科学的刷题方式，最快速的刷题路径，你值得拥有~

zhaochengHuang/alveo-galaxy-tools

Tools for handling language data and interfacing to Alveo on the Galaxy Workflow Platform

zhaochengHuang/cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

zhaochengHuang/deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

zhaochengHuang/DeepLearningFrameworks

Demo of running NNs across different frameworks

zhaochengHuang/HSD-Clubhouse

zhaochengHuang/Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

zhaochengHuang/lectures

Oxford Deep NLP 2017 course

zhaochengHuang/ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

zhaochengHuang/NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

zhaochengHuang/practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

zhaochengHuang/Python

All Algorithms implemented in Python

zhaochengHuang/PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

zhaochengHuang/pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

zhaochengHuang/s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit.

zhaochengHuang/starter-academic

zhaochengHuang/the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

zhaochengHuang/the-unix-workbench

:house_with_garden: A Book for Anyone to Get Started with Unix

zhaochengHuang/zhaochenghuang.github.io