Hao Zhao's repositories
Numerical-methods-for-solving-partial-differential-equations-project
The project of solving Partial Differential Equations by numerical methods (Finite Difference, Finite Element, etc. Implemented in Python, Hao Zhao)
Speech-enhancement-methods
Summary of speech signal enhancement methods based on deep-learning originally forked from 'Wenzhe-Liu/awesome-speech-enhancement', aiming to keep supplementing the resource with the most-recently speech enhancement methods.
ChatGPT_voice-interaction
Turning Chat-GPT into a smart voice assistant based on speech recognition and text to speech synthesis
Common-Reflection-Surface-Based-Seismic-interpolation-and-diffraction-seperation
Code for using common-reflection-surface method for seismic data interpolation and diffraction separation. (Part of my Ph.D. thesis work. and further extension. Hao, Zhao)
Machine-learning-and-deep-learning-project-and-practice
Machine learning and deep learning projects (Projects and course assignments implemented in Python with ML/DL libraries: Scikit-learn, Tensorflow, and Pytorch by Hao Zhao)
Tomography-Inversion-research-project
Code for kinematic attributes based Tomography. (Part of my Ph.D. thesis work. continuously updating. Hao, Zhao)
Numerical-Methods-in-Scientific-Computing
The course of Numerical Methods in Scientific Computing ( Project assignment implemented in Matlab, Hao, Zhao)
Applied-Deep-Learning
Applied Deep Learning Course
audiomentations
A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.
Digital-image-analysis-and-processing-project
My source code and course lecture for digital image analysis courses and projects. (Implemented in Matlab and Python, Hao, Zhao)
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
awesome-python-scientific-audio
Curated list of python software and packages related to scientific research in audio
awesome-speech-enhancement
speech enhancement\speech seperation\sound source localization
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Google_OpenXLA_ML
A machine learning compiler for GPUs, CPUs, and ML accelerators
GoogleResearch_tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
handson-ml3-fork
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
handson-unsupervised-learning
Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)
huggingface-diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
Issue_gits
Saved gits for encountered issues in TensorFlow and PyTorch
kaggle-solutions
🏅 Collection of Kaggle Solutions and Ideas 🏅
machine_learning_complete
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
Microsoft_JARVIS
JARVIS, a system to connect LLMs with ML community
speechbrain_PyTorch_Toolkit
A PyTorch-based Speech Toolkit
tensorflow
An Open Source Machine Learning Framework for Everyone
tensorflow-micropython-examples
A custom micropython firmware integrating tensorflow lite for microcontrollers and ulab to implement the tensorflow micro examples.
tflite-micro
TensorFlow Lite for Microcontrollers
ThinkDSP_Digital-Signal-Processing-in-Python
Think DSP: Digital Signal Processing in Python, by Allen B. Downey.