Shubo Tian's repositories
alphafold
Open source code for AlphaFold.
annotated-transformer
An annotated implementation of the Transformer paper.
annotated_research_papers
This repo contains annotated research papers that I found really good and useful
archive-program
The GitHub Archive Program & Arctic Code Vault
awesome-mlops
A curated list of references for MLOps
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
biomedical
Tools for curating biomedical training data for large-scale language modeling
chart-doctor
Sample files to accompany the FT's Chart Doctor column
CoLAKE
CoLAKE: Contextualized Language and Knowledge Embedding
contextualized-topic-models
A python package to run contextualized topic modeling
detext
DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks
fibo
The Financial Industry Business Ontology (FIBO) defines the sets of things that are of interest in financial business applications and the ways that those things can relate to one another. In this way, FIBO can give meaning to any data (e.g., spreadsheets, relational databases, XML documents) that describe the business of finance.
hopfield-layers
Hopfield Networks is All You Need
javascript-algorithms
📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings
KRLPapers
Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)
leetcode
Python & JAVA Solutions for Leetcode
Machine-Learning-with-Python
Python code for common Machine Learning Algorithms
MIMIC_Extract
MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III
open_clip
An open source implementation of CLIP.
pySuStaIn
Subtype and Stage Inference (SuStaIn) algorithm with an example using simulated data.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
PyTorch.docs
Offline documentation built from official PyTorch release
rbook
Source files for "Learning Statistics with R"
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
stylegan2
StyleGAN2 - Official TensorFlow Implementation
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
The-NLP-Pandect
A comprehensive reference for all topics related to Natural Language Processing