tks's starred repositories

github1s

One second to read GitHub code with VS Code.

Language:TypeScriptLicense:MITStargazers:22704Issues:111Issues:210

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Language:PythonLicense:MITStargazers:22394Issues:1282Issues:100

fastbook

The fastai book, published as Jupyter Notebooks

Language:Jupyter NotebookLicense:NOASSERTIONStargazers:20977Issues:510Issues:234

pytorch_geometric

Graph Neural Network Library for PyTorch

Language:PythonLicense:MITStargazers:20404Issues:254Issues:3452

pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Language:Jupyter NotebookLicense:MITStargazers:6313Issues:190Issues:454

arXivTimes

repository to research & share the machine learning articles

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

Language:Jupyter NotebookLicense:MITStargazers:2992Issues:49Issues:89

tabnet

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

Language:PythonLicense:MITStargazers:2528Issues:38Issues:299

BDA_course_Aalto

Bayesian Data Analysis course at Aalto

torchsde

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

Language:PythonLicense:Apache-2.0Stargazers:1500Issues:34Issues:76

awesome-normalizing-flows

Awesome resources on normalizing flows.

Language:PythonLicense:MITStargazers:1331Issues:43Issues:11

TabPFN

Official implementation of the TabPFN paper (https://arxiv.org/abs/2207.01848) and the tabpfn package.

Language:PythonLicense:Apache-2.0Stargazers:1108Issues:14Issues:78

neural-processes

This repository contains notebook implementations of the following Neural Process variants: Conditional Neural Processes (CNPs), Neural Processes (NPs), Attentive Neural Processes (ANPs).

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:968Issues:41Issues:9

iterative-stratification

scikit-learn cross validators for iterative stratification of multilabel data

Language:PythonLicense:BSD-3-ClauseStargazers:829Issues:6Issues:25

Stats-Maths-with-Python

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

Language:Jupyter NotebookLicense:MITStargazers:792Issues:37Issues:4

qpth

A fast and differentiable QP solver for PyTorch.

Language:PythonLicense:Apache-2.0Stargazers:649Issues:29Issues:47

geotorch

Constrained optimization toolkit for PyTorch

Language:PythonLicense:MITStargazers:634Issues:9Issues:34

Python_Option_Pricing

An libary to price financial options written in Python. Includes: Black Scholes, Black 76, Implied Volatility, American, European, Asian, Spread Options

Language:Jupyter NotebookLicense:MITStargazers:599Issues:20Issues:3

pytorch-minimize

Newton and Quasi-Newton optimization with PyTorch

Language:PythonLicense:MITStargazers:285Issues:9Issues:25

quest_qa_labeling

Google QUEST Q&A Labeling. Improving automated understanding of complex question answer content

neural-processes

Pytorch implementation of Neural Processes for functions and images :fireworks:

Language:Jupyter NotebookLicense:MITStargazers:215Issues:8Issues:4

paper-reading

Notes about papers I read (in Japanese)

attnvis

Minimal Interactive Attention Visualization

Language:HTMLLicense:Apache-2.0Stargazers:137Issues:10Issues:2
Language:RLicense:BSD-3-ClauseStargazers:106Issues:6Issues:1

cooper

A general-purpose, deep learning-first library for constrained optimization in PyTorch

Language:Jupyter NotebookLicense:MITStargazers:98Issues:2Issues:35

intro-statistical-modeling

『データ解析のための統計モデリング入門』の勉強ノート

Language:RMarkdownStargazers:86Issues:5Issues:0

otbook

書籍『最適輸送の理論とアルゴリズム』のサポートページです。

Language:Jupyter NotebookLicense:MITStargazers:84Issues:1Issues:0

chop

CHOP: An optimization library based on PyTorch, with applications to adversarial examples and structured neural network training.

Language:PythonLicense:NOASSERTIONStargazers:75Issues:5Issues:47

normalizing-flows-pytorch

PyTorch implementations of normalizing flow and its variants.