tonydeep

Adv_Fin_ML_Exercises

Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]

Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

BPT

Source code of paper "BP-Transformer: Modelling Long-Range Context via Binary Partitioning"

chemprop

Message Passing Neural Networks for Molecule Property Prediction

deeplearning-models

A collection of various deep learning architectures, models, and tips

dspn

[NeurIPS 2019] Deep Set Prediction Networks

guidelines

IAI Style Guide

HackingNeuralNetworks

A small course on exploiting and defending neural networks

ictu_competitions

KENLG-Reading

Reading list for knowledge-enhanced text generation, with a survey

khmer-nltk

Khmer language processing toolkit

langgraph

Legal_Text_Retrieval

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

MLOps-Basics

MT-Reading-List

A machine translation reading list maintained by Tsinghua Natural Language Processing Group

nbdev_template

PRML

PRML algorithms implemented in Python

PromptPapers

Must-read papers on prompt-based tuning for pre-trained language models.

pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

pytorch-normalizing-flows

Normalizing flows in PyTorch. Current intended use is education not production.

pytorch-template

PyTorch deep learning projects made easy.

Pytorch_Tutorial

A set of jupyter notebooks on pytorch functions with examples

Representation-Learning-on-Heterogeneous-Graph

Representation-Learning-on-Heterogeneous-Graph

Seq2Set

Code for the paper "A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification"

tonydeep.github.io

Learning Today. Leading Tomorrow!!!

tree2code

tree2code: Learning Discrete Syntactic Codes for Structural Diverse Translation

vizseq

A Visual Analysis Toolkit for Text Generation Research.

wikiextractor

A tool for extracting plain text from Wikipedia dumps

xai_resources

Interesting resources related to XAI (Explainable Artificial Intelligence)