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advent_of_code

Advent of code puzzles

affinespaces.jl

Uniform representation and computational geometry on affine subspaces (points, lines, planes, etc.) in Rⁿ

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

alphazero_singleplayer

Single player Alpha Zero implementation

attrs_cattrs_demo

Short demo for attrs and cattrs libraries

awsjupyter

This is a small tutorial to set up a jupyter notebook for data science and deep learning usign aws cloud services

bethesolvers

Matlab implementation of thermodynamic limit (coordinate) Bethe ansatz solvers for ground states and elementary excitations for i) the XXZ model and ii) the Fermi Hubbard model

d3pm

Minimal Implementation of a D3PM in pytorch

difusco

Code of NeurIPS paper: arxiv.org/abs/2302.08224

digress

code for the paper "DiGress: Discrete Denoising diffusion for graph generation"

extrinsic-evaluation-tasks

A suite of tasks for extrinsic evaluation of word embedding models.

fastai-pytorch-course-vienna

Fastai v1 & PyTorch v1 Course in Vienna

fasttext

Library for fast text representation and classification.

flask-docker-demo

google-d3pm

Google D3PM

graphormer

Graphormer is a general-purpose deep learning backbone for molecular modeling.

hmlstm

Tensorflow implementation of a Hierarchical and Multiscale RNN, described in https://arxiv.org/abs/1609.01704

ibm-quantum-challenge-fall-22

For IBM Quantum Fall Challenge 2022

imps_cpp_tools

C++ implementations of IMPS algorithms with abelian symmetries, for calculating ground states and elementary excitations for infinite one-dimensional quantum lattices.

imps_ml_tools

Matlab implementations of IMPS algorithms for calculating ground states (https://arxiv.org/abs/1701.07035) and elementary excitations (https://arxiv.org/abs/1103.2286) for infinite one-dimensional quantum lattices

imps_python_tools

Matrix Product States algorithms for infinite systems

ldt

machine_learning_examples

A collection of machine learning examples and tutorials.

mat2vec

Supplementary Materials for Tshitoyan et al. "Unsupervised word embeddings capture latent knowledge from materials science literature", Nature (2019).

ml-prague-2019-workshop

mxc_gas_discord_bot

Discord bot that monitors MXC gas fees and sends alerts to a discord channel if gas fees drop below a threshold

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.

nlp_projects

numpy

The fundamental package for scientific computing with Python.

overleaf

A web-based collaborative LaTeX editor