Stars
a Dify tool for storing and retrieving long-term-memory, using Dify built-in Knowledge dataset for storing memories, each user has a standalone long-term-memory space
A math application/chatbot to answer a user's arithmetic or reasoning based questions. Utilizes LangChain agents and tools. Frontend with Chainlit.
PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis
Interact with your documents using the power of GPT, 100% privately, no data leaks
Data on COVID-19 (coronavirus) cases, deaths, hospitalizations, tests • All countries • Updated daily by Our World in Data
Sample files to accompany the FT's Chart Doctor column
Visually explore, understand, and present your data.
Open-source Javascript Pivot Table (aka Pivot Grid, Pivot Chart, Cross-Tab) implementation with drag'n'drop.
Translation of <Machine Learning Yearning> by Andrew NG
A Vietnamese natural language processing toolkit (NAACL 2018)
Implementation of Attention-based Deep Multiple Instance Learning in PyTorch
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Feature exploration for supervised learning
Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave
moDel Agnostic Language for Exploration and eXplanation
An open-source NLP research library, built on PyTorch.
Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)
Some experiments with FastAI. This is a light framework to update the state-of-the-art research.
Data and methodology for the Big Mac index
My Machine Learning blog
Deliberate Practice for Learning Deep Learning
Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)
Book about interpretable machine learning