Zhen Wang's Projects
A simple baseline for 3d human pose estimation in tensorflow. Presented at ICCV 17.
6S191_MIT_DeepLearning
import from personal course project
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Enable Next-Gen Large Language Model Applications. Join our Discord: https://discord.gg/pAbnFJrkgZ
😎 Awesome list of tools and projects with the awesome LangChain framework
A list of open source projects with links to contribute or donate.
🔊 Text-Prompted Generative Audio Model
Notebook to walk through Bayesian testing with Kaggle data
This is the code for "Capsule Networks: An Improvement to Convolutional Networks" by Siraj Raval on Youtube
CATAM material in Julia
Implementation of the paper "Language-agnostic representation learning of source code from structure and context".
Solutions for various coding/algorithmic problems and many useful resources for learning algorithms and data structures
Datawhale成员整理的面经,内容包括机器学习,CV,NLP,推荐,开发等,欢迎大家star
IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz
深度学习入门教程, 优秀文章, Deep Learning Tutorial
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
This repository aims at providing efficient CNNs for Audio Tagging. We provide AudioSet pre-trained models ready for downstream training and extraction of audio embeddings.
This is the demo of my past projects
Tutorial for finite Gaussian mixture models in ptyhon notebook
A boilerplate for flask restful web service
GAMES101: 现代计算机图形学入门 作业
This is the code for "Gaussian Mixture Models - The Math of Intelligence (Week 7)" By Siraj Raval on Youtube
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Software in C and data files for the popular GloVe model for distributed word representations, a.k.a. word vectors or embeddings
A modular graph-based Retrieval-Augmented Generation (RAG) system
PyTorch deep learning models for document classification
A high-frequency trading and market-making backtesting tool in Python and Rust, which accounts for limit orders, queue positions, and latencies, utilizing full tick data for trades and order books, with real-world crypto market-making examples for Binance Futures