Jack Xu's repositories
annotated_deep_learning_paper_implementations
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
ABigSurvey
A collection of 500+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML)
AiLearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
awesome-hand-pose-estimation
Awesome work on hand pose estimation/tracking
awesome-python
A curated list of awesome Python frameworks, libraries, software and resources
CPlusPlusThings
C++那些事
DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models for search and recommendation.
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
GitHub520
:kissing_heart: 让你“爱”上 GitHub，解决访问时图裂、加载慢的问题。（无需安装）
LightGlue
LightGlue: Local Feature Matching at Light Speed
lihang-code
《统计学习方法》的代码实现
openssl
TLS/SSL and crypto library
paper-reading
深度学习经典、新论文逐段精读
PLMpapers
Must-read Papers on pre-trained language models.
PromptPapers
Must-read papers on prompt-based tuning for pre-trained language models.
ps-lite
A lightweight parameter server interface
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
pyprobml
Python code for "Machine learning: a probabilistic perspective" (2nd edition)
Python
All Algorithms implemented in Python
python-cheatsheet
Comprehensive Python Cheatsheet
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
pytorch-generative-adversarial-networks
A very simple generative adversarial network (GAN) in PyTorch
scikit-learn
scikit-learn: machine learning in Python
the-gan-zoo
A list of all named GANs!
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.
variational-autoencoder
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)