james-fu's repositories
Deep-Live-Cam
real time face swap and one-click video deepfake with only a single image (uncensored)
ColossalAI
Colossal-AI: A Unified Deep Learning System for Big Model Era
metaseq
Repo for external large-scale work
ColossalAI-Examples
Examples of training models with hybrid parallelism using ColossalAI
great_expectations
Always know what to expect from your data.
pandas-profiling
Create HTML profiling reports from pandas DataFrame objects
deequ
Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
awesome-2vec
Curated list of 2vec-type embedding models
AdvBox
Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.
Learn-Web-Hacking
Study Notes For Web Hacking / Web安全学习笔记
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
seq2seq-web-attack-detection
The implementation of the Seq2Seq model for web attack detection. The Seq2Seq model is usually used in Neural Machine Translation. The main goal of this project is to demonstrate the relevance of the NLP approach for web security.
Production-Level-Deep-Learning
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
awesome-scalability
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
alibi-detect
Algorithms for outlier detection, concept drift and metrics.
machine-learning-systems-design
A booklet on machine learning systems design with exercises
Deep-Learning-with-TensorFlow-book
深度学习开源书，基于TensorFlow 2.0实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
LeetCodeAnimation
Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）
incubator-superset
Apache Superset (incubating) is a modern, enterprise-ready business intelligence web application
text_mining_resources
Resources for learning about Text Mining and Natural Language Processing
book-of-qna-code
code collections for the book of qna
blockchain
A simple Blockchain in Python
interpretable_machine_learning_with_python
Practical techniques for training interpretable ML models, explaining ML models, and debugging ML models.
computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
nlp-roadmap
ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP
cs228-notes
Course notes for CS228: Probabilistic Graphical Models.
AutoPhrase
AutoPhrase: Automated Phrase Mining from Massive Text Corpora
d2l-pytorch
This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.